{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import ffn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "\n",
    "Data Retrieval\n",
    "--------------\n",
    "\n",
    "The main method for data retrieval is the :func:`get <ffn.get>` function. The get function uses a data provider to download data from an external service and packs that data into a pandas DataFrame for further manipulation. \n",
    "\n",
    ".. note::\n",
    "   You should note that upon import `ffn` modifies the `pandas.core.base.PandasObject` \n",
    "   to provide added functionality to pandas objects, including DataFrames."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                  agg        hyg        spy        eem        efa\n",
      "Date                                                             \n",
      "2010-01-04  74.942818  43.466671  89.225403  33.181232  38.846069\n",
      "2010-01-05  75.283783  43.672871  89.461578  33.422070  38.880318\n",
      "2010-01-06  75.240242  43.785816  89.524582  33.491989  39.044666\n",
      "2010-01-07  75.153183  43.962566  89.902481  33.297764  38.894009\n",
      "2010-01-08  75.196701  44.031300  90.201675  33.561905  39.202148\n"
     ]
    }
   ],
   "source": [
    "data = ffn.get('agg,hyg,spy,eem,efa', start='2010-01-01', end='2014-01-01')\n",
    "print(data.head())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "By default, the data is downloaded from Yahoo! Finance and the Adjusted Close is used as the security's price. Other data sources are also available and you may select other fields as well. Fields are specified by using the following format: {ticker}:{field}. So, if we want to get the Open, High, Low, Close for aapl, we would do the following:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            aaplopen  aaplhigh   aapllow  aaplclose\n",
      "Date                                               \n",
      "2010-01-04  7.622500  7.660714  7.585000   7.643214\n",
      "2010-01-05  7.664286  7.699643  7.616071   7.656429\n",
      "2010-01-06  7.656429  7.686786  7.526786   7.534643\n",
      "2010-01-07  7.562500  7.571429  7.466071   7.520714\n",
      "2010-01-08  7.510714  7.571429  7.466429   7.570714\n"
     ]
    }
   ],
   "source": [
    "print(ffn.get('aapl:Open,aapl:High,aapl:Low,aapl:Close', start='2010-01-01', end='2014-01-01').head())"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "\n",
    "The default data provider is :func:`ffn.data.web`. This is basically just a thin wrapper around pandas' pandas.io.data provider. Please refer to the appropriate docs for more info (data sources, etc.). The :func:`ffn.data.csv` provider is also available when we want to load data from a local file. In this case, we can tell :func:`ffn.data.get` to use the csv provider. In this case, we also want to merge this new data with the existing data we downloaded earlier. Therefore, we will provide the **data** object as the *existing* argument, and the new data will be merged into the existing DataFrame."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                  agg        hyg        spy        eem        efa    dbc\n",
      "Date                                                                    \n",
      "2010-01-04  74.942818  43.466671  89.225403  33.181232  38.846069  25.24\n",
      "2010-01-05  75.283783  43.672871  89.461578  33.422070  38.880318  25.27\n",
      "2010-01-06  75.240242  43.785816  89.524582  33.491989  39.044666  25.72\n",
      "2010-01-07  75.153183  43.962566  89.902481  33.297764  38.894009  25.40\n",
      "2010-01-08  75.196701  44.031300  90.201675  33.561905  39.202148  25.38\n"
     ]
    }
   ],
   "source": [
    "data = ffn.get('dbc', provider=ffn.data.csv, path='test_data.csv', existing=data)\n",
    "print(data.head())"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "\n",
    "As we can see above, the dbc column was added to the DataFrame. Internally, get is using the function ffn.merge, which is useful when you want to merge TimeSeries and DataFrames together. We plan on adding many more data sources over time. If you know your way with Python and would like to contribute a data provider, please feel free to submit a pull request - contributions are always welcome!\n",
    "\n",
    "Data Manipulation\n",
    "-----------------\n",
    "\n",
    "Now that we have some data, let's start manipulating it. In quantitative finance, we are often interested in the returns of a given time series. Let's calculate the returns by simply calling the :func:`to_returns <ffn.core.to_returns>` or :func:`to_log_returns <ffn.core.to_log_returns>` extension methods."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                 agg       hyg       spy       eem       efa       dbc\n",
      "Date                                                                  \n",
      "2010-01-05  0.004539  0.004733  0.002643  0.007232  0.000881  0.001188\n",
      "2010-01-06 -0.000579  0.002583  0.000704  0.002090  0.004218  0.017651\n",
      "2010-01-07 -0.001158  0.004029  0.004212 -0.005816 -0.003866 -0.012520\n",
      "2010-01-08  0.000579  0.001562  0.003322  0.007901  0.007891 -0.000788\n",
      "2010-01-11 -0.000772 -0.000893  0.001395 -0.002085  0.008176 -0.003157\n"
     ]
    }
   ],
   "source": [
    "returns = data.to_log_returns().dropna()\n",
    "print(returns.head())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's look at the different distributions to see how they look."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x360 with 6 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 320,
       "width": 721
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = returns.hist(figsize=(12, 5))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also use the numerous functions packed into numpy, pandas and the like to further analyze the returns. For example, we can use the corr function to get the pairwise correlations between assets."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>agg</th>\n",
       "      <th>hyg</th>\n",
       "      <th>spy</th>\n",
       "      <th>eem</th>\n",
       "      <th>efa</th>\n",
       "      <th>dbc</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>agg</th>\n",
       "      <td>1.00</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hyg</th>\n",
       "      <td>-0.12</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.77</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.76</td>\n",
       "      <td>0.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>spy</th>\n",
       "      <td>-0.33</td>\n",
       "      <td>0.77</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.88</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>eem</th>\n",
       "      <td>-0.23</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.88</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>efa</th>\n",
       "      <td>-0.29</td>\n",
       "      <td>0.76</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.90</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dbc</th>\n",
       "      <td>-0.18</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.59</td>\n",
       "      <td>0.62</td>\n",
       "      <td>0.61</td>\n",
       "      <td>1.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       agg    hyg    spy    eem    efa    dbc\n",
       "agg   1.00  -0.12  -0.33  -0.23  -0.29  -0.18\n",
       "hyg  -0.12   1.00   0.77   0.75   0.76   0.49\n",
       "spy  -0.33   0.77   1.00   0.88   0.92   0.59\n",
       "eem  -0.23   0.75   0.88   1.00   0.90   0.62\n",
       "efa  -0.29   0.76   0.92   0.90   1.00   0.61\n",
       "dbc  -0.18   0.49   0.59   0.62   0.61   1.00"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "returns.corr().as_format('.2f')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here we used the convenience method as_format to have a prettier output. We could also plot a heatmap to better visualize the results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 266,
       "width": 377
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "returns.plot_corr_heatmap();"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "\n",
    "We used the :func:`ffn.core.plot_corr_heatmap`, which is a convenience method that simply calls ffn's :func:`ffn.core.plot_heatmap` with sane arguments.\n",
    "\n",
    "Let's start looking at how all these securities performed over the period. To achieve this, we will plot rebased time series so that we can see how they each performed relative to eachother."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 313,
       "width": 711
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = data.rebase().plot(figsize=(12,5))"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "\n",
    "Performance Measurement\n",
    "-----------------------\n",
    "\n",
    "For a more complete view of each asset's performance over the period, we can use the :func:`ffn.core.calc_stats` method which will create a :class:`ffn.core.GroupStats` object. A GroupStats object wraps a bunch of :class:`ffn.core.PerformanceStats` objects in a dict with some added convenience methods."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "perf = data.calc_stats()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now that we have our GroupStats object, we can analyze the performance in greater detail. For example, the **plot** method yields a graph similar to the one above."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 328,
       "width": 879
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "perf.plot();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also display a wide array of statistics that are all contained in the PerformanceStats object. This will probably look crappy in the docs, but do try it out in a Notebook. We are also actively trying to improve the way we display this wide array of stats."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stat                 agg         hyg         spy         eem         efa         dbc\n",
      "-------------------  ----------  ----------  ----------  ----------  ----------  ----------\n",
      "Start                2010-01-04  2010-01-04  2010-01-04  2010-01-04  2010-01-04  2010-01-04\n",
      "End                  2013-12-31  2013-12-31  2013-12-31  2013-12-31  2013-12-31  2013-12-31\n",
      "Risk-free rate       0.00%       0.00%       0.00%       0.00%       0.00%       0.00%\n",
      "\n",
      "Total Return         16.36%      39.22%      76.92%      5.46%       33.43%      1.66%\n",
      "Daily Sharpe         1.11        0.97        0.93        0.18        0.44        0.11\n",
      "Daily Sortino        1.84        1.51        1.48        0.29        0.69        0.17\n",
      "CAGR                 3.87%       8.65%       15.37%      1.34%       7.50%       0.41%\n",
      "Max Drawdown         -5.14%      -10.06%     -18.61%     -30.87%     -25.86%     -24.34%\n",
      "Calmar Ratio         0.75        0.86        0.83        0.04        0.29        0.02\n",
      "\n",
      "MTD                  -0.56%      0.41%       2.59%       -0.41%      2.18%       0.59%\n",
      "3m                   0.02%       3.42%       10.52%      3.48%       6.08%       -0.39%\n",
      "6m                   0.57%       5.84%       16.32%      9.55%       18.12%      2.11%\n",
      "YTD                  -1.98%      5.75%       32.31%      -3.65%      21.44%      -7.63%\n",
      "1Y                   -1.98%      5.75%       32.31%      -3.65%      21.44%      -7.63%\n",
      "3Y (ann.)            3.08%       7.83%       16.07%      -2.34%      8.17%       -2.34%\n",
      "5Y (ann.)            -           -           -           -           -           -\n",
      "10Y (ann.)           -           -           -           -           -           -\n",
      "Since Incep. (ann.)  3.87%       8.65%       15.37%      1.34%       7.50%       0.41%\n",
      "\n",
      "Daily Sharpe         1.11        0.97        0.93        0.18        0.44        0.11\n",
      "Daily Sortino        1.84        1.51        1.48        0.29        0.69        0.17\n",
      "Daily Mean (ann.)    3.86%       8.70%       15.73%      4.35%       9.73%       1.83%\n",
      "Daily Vol (ann.)     3.48%       8.97%       16.83%      24.56%      22.31%      16.84%\n",
      "Daily Skew           -0.40       -0.55       -0.39       -0.12       -0.26       -0.47\n",
      "Daily Kurt           2.30        7.50        4.03        3.06        3.64        2.90\n",
      "Best Day             0.84%       3.05%       4.65%       7.20%       6.74%       4.34%\n",
      "Worst Day            -1.24%      -4.26%      -6.51%      -8.34%      -7.46%      -6.70%\n",
      "\n",
      "Monthly Sharpe       1.23        1.11        1.22        0.30        0.60        0.27\n",
      "Monthly Sortino      2.49        2.19        2.36        0.53        1.06        0.43\n",
      "Monthly Mean (ann.)  3.59%       9.51%       16.99%      6.43%       11.06%      4.61%\n",
      "Monthly Vol (ann.)   2.93%       8.56%       13.91%      21.45%      18.41%      17.10%\n",
      "Monthly Skew         -0.34       0.14        -0.32       -0.10       -0.37       -0.74\n",
      "Monthly Kurt         0.02        1.75        0.24        1.28        0.17        1.16\n",
      "Best Month           1.77%       8.49%       10.91%      16.27%      11.61%      9.89%\n",
      "Worst Month          -2.00%      -5.30%      -7.95%      -17.89%     -11.19%     -14.62%\n",
      "\n",
      "Yearly Sharpe        0.65        2.79        1.10        -0.06       0.50        -0.40\n",
      "Yearly Sortino       2.77        inf         inf         -0.11       1.32        -0.58\n",
      "Yearly Mean          3.16%       7.85%       16.73%      -1.13%      9.32%       -2.24%\n",
      "Yearly Vol           4.86%       2.82%       15.22%      19.05%      18.72%      5.57%\n",
      "Yearly Skew          -0.54       1.49        0.22        0.58        -1.69       0.27\n",
      "Yearly Kurt          -           -           -           -           -           -\n",
      "Best Year            7.70%       11.06%      32.31%      19.05%      21.44%      3.50%\n",
      "Worst Year           -1.98%      5.75%       1.89%       -18.79%     -12.23%     -7.63%\n",
      "\n",
      "Avg. Drawdown        -0.48%      -1.18%      -1.78%      -5.16%      -4.96%      -5.09%\n",
      "Avg. Drawdown Days   16.95       15.70       17.55       78.22       60.04       107.85\n",
      "Avg. Up Month        0.83%       1.86%       3.58%       5.87%       4.37%       4.28%\n",
      "Avg. Down Month      -0.49%      -2.31%      -3.21%      -3.41%      -4.15%      -3.35%\n",
      "Win Year %           66.67%      100.00%     100.00%     33.33%      66.67%      33.33%\n",
      "Win 12m %            81.08%      97.30%      94.59%      59.46%      70.27%      45.95%\n",
      "None\n"
     ]
    }
   ],
   "source": [
    "print(perf.display())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lots to look at here. We can also access the underlying PerformanceStats for each series, either by index or name."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  Year    Jan    Feb    Mar    Apr    May    Jun    Jul    Aug    Sep    Oct    Nov    Dec    YTD\n",
      "------  -----  -----  -----  -----  -----  -----  -----  -----  -----  -----  -----  -----  -----\n",
      "  2010  -5.24   3.12   6.09   1.55  -7.95  -5.17   6.83  -4.5    8.96   3.82   0      6.69  13.14\n",
      "  2011   2.33   3.47   0.01   2.9   -1.12  -1.69  -2     -5.5   -6.94  10.91  -0.41   1.04   1.89\n",
      "  2012   4.64   4.34   3.22  -0.67  -6.01   4.06   1.18   2.51   2.54  -1.82   0.57   0.89  15.99\n",
      "  2013   5.12   1.28   3.8    1.92   2.36  -1.33   5.17  -3      3.16   4.63   2.96   2.59  32.31\n"
     ]
    }
   ],
   "source": [
    "# we can also use perf[2] in this case\n",
    "perf['spy'].display_monthly_returns()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
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m0g468ZI0myb2xWs3399JDQAAwNQS4gEAAMB5Wnv4YJaMnkiS7Ju/ILsWLuqmkMF98TbbFw8AAGYjIR4AAACcp2sOTnThPbzssqRpOqmj2TjRiZctD6Rt207qAAAApo4QDwAAAM7T4H54j3SwH9641euShUt648P7k307u6sFAACYEkI8AAAAOE/XDOyH93BH++ElSdOMJOuvnTiw9aHOagEAAKaGEA8AAADOQ9O2uXpgOc1HlnUX4iVJs/668XH7xMPdFQIAAEwJIR4AAACch/WHD2bx6IkkyZ4FC7Nn4aKOC5roxGu3PdRdHQAAwJQQ4gEAAMB5uPLg/vHxo0s73A+vb7ATL9seTtu2ndUCAABMPiEeAAAAnIcrD02EeI8vWd5hJX0r1yaLlvbGhw8ke3d0Ww8AADCphHgAAABwHgY78R5f2n2I1zTNSUtqxpKaAAAwqwjxAAAA4DxsGrZOvJy8pGa77eHuCgEAACadEA8AAADOYfHx41lz9HCS5HjTZNvipR1X1NMMdOK1OvEAAGBWEeIBAADAOQzuh7d18bKMjgzJx+mBTrxsezht23ZWCgAAMLmG5FMHAAAADK/BEG8Y9sMbd9kVyeJlvfGRg8me7d3WAwAATBohHgAAAJzDpoMTId7mIdkPL0mapklOWlLTvngAADBbCPEAAADgHIa2Ey9Jc9KSmg91VQYAADDJhHgAAABwNm17Uife40PUiZecHOK1QjwAAJg1hHgAAABwFpcfPZwloyeSJPvnL8ieBQs7rugUA8tp5omH07Ztd7UAAACTRogHAAAAZ3HlSfvhLUuapsNqTmPFmmTR0t74yKFk785u6wEAACaFEA8AAADO4qT98IZsKc0kaZomWXv1xIHtj3ZXDAAAMGmEeAAAAHAWg514jy9d0WElZ9asu2Z83ArxAABgVhDiAQAAwFkMeydekmTtVeNDIR4AAMwOQjwAAAA4gwWjJ7Lu8MEkyWj6e+INoWbtRCee5TQBAGB2EOIBAADAGWw4dGD8g/P2RUtybN68Tus5o8s3JiP92vZsT3vkULf1AAAAl0yIBwAAAGew8dCB8fGWYV1KM0kzf0EvyBuz47HuigEAACaFEA8AAADOYMPhiRBv65AupTmmWXv1+Ni+eAAAMPMJ8QAAAOAMNhw6OD7eMuQhXgZCvDzxSHd1AAAAk0KIBwAAAGewcaATb8vi4Q7xmnWDnXiW0wQAgJlOiAcAAACnMX90NGsP9zrxRpNsW7y024LOZbATb8djaUdPdFcLAABwyYR4AAAAcBprDx8c/9D85KLFOTZvXqf1nEuzZEWybFVvcuJYsmtbp/UAAACXRogHAAAApzGTltIcd9KSmo92WAgAAHCphHgAAABwGhsPTYR4W5fMjBCvGVxSU4gHAAAzmhAPAAAATmPDoRnYibf2mvGhTjwAAJjZhHgAAABwGhsO68QDAAC6I8QDAACAU4y0o1l/+OD4fOtM6cRbtS6Zv7A3PrAn7aF93dYDAABcNCEeAAAAnOKKI4czv22TJLsWLMrh+fM7ruj8NCMjyZqNEwd2bO6uGAAA4JII8QAAAOAUGw/NvKU0xzRrrhwftzsf77ASAADgUgjxAAAA4BQbBkO8xUs7rOQiXDER4mWHEA8AAGYqIR4AAACcYsPhiRBvi048AACgAzNjUX8AAACYRl0vp/ljH3zHRb931dHD+c/98cGtD+Zf/d3bk6a5pHre9KLXXdL7AQCAC6cTDwAAAAY0bXtyJ97imdWJt3vBohyc1/ud3aUnjmfVsSMdVwQAAFwMIR4AAAAMWH30cBaOjiZJ9s1fkAMLFnZc0QVqmmwe6B7cNNBVCAAAzBxCPAAAABiwoeOlNCfDliXLx8ebDu7vsBIAAOBiCfEAAABgwPrDB8fH2xYv7bCSizfYibdRJx4AAMxIQjwAAAAYMDtCvIFOvEM68QAAYCYS4gEAAMCAdQMh3hMzNsQb6MQ7fCBN23ZYDQAAcDGEeAAAADDg5E68mbkn3oEFC7NnwcIkycLR0Vxx5FDHFQEAABdKiAcAAAB9C0+cyOpjR5IkJ5omOxYu7riii3fykpr2xQMAgJlGiAcAAAB9645MdOHtWLQkoyMz92PzSUtq2hcPAABmnJn7aQQAAAAm2fpDA/vhLZqZ++GN2XJSJ54QDwAAZhohHgAAAPQNduJtWzyzQ7zBTrxNBy2nCQAAM40QDwAAAPoGO/Fmeoi3ZSDEW3/kYOaPjnZYDQAAcKGEeAAAANA32In3xAwP8Y7Mm58dCxcnSea1bdYdPniOdwAAAMNEiAcAAABJ0rZZf3hi2cmZ3omX2BcPAABmMiEeAAAAJFlx/GiWnDiRJDk0Mi97FyzsuKJLd9K+eIfsiwcAADOJEA8AAACSrD98ylKaTdNhNZNj89KJTryNOvEAAGBGEeIBAABActKecbNhKc1EJx4AAMxkQjwAAADIyZ14syXE27Z4aU6k11G49sihLOwvFwoAAAw/IR4AAADk5E68J2ZJiHd8ZF62L14yPt+oGw8AAGYMIR4AAADk1E68ZWe5cmZ5fIl98QAAYCYS4gEAADDnjbSjWXvk0Ph8sHttptsysC/elUI8AACYMYR4AAAAzHlrjhzOvLZNkuxasChH5s3vuKLJMxjibRjoNgQAAIabEA8AAIA5b/0s3A9vzEkhnj3xAABgxhDiAQAAMOetO2k/vNkV4m1ftDQn0iRJ1hw9nEUnjndcEQAAcD6EeAAAAMx5s7kT78TIyEl7/K23pCYAAMwIQjwAAADmvPWHJ5aZnG2deMnJS2putKQmAADMCEI8AAAA5rx1hw+Nj2dbJ16SbFlsXzwAAJhphHgAAADMaYtOHM+qY0eSJMebJjsXLe64osm3daATb8NhIR4AAMwEQjwAAADmtHUDe8TtWLQko83s+6i81XKaAAAw48y+TyYAAABwAdYPhHizcT+8pPd1jfbHVxw5lPmjJzqtBwAAODchHgAAAHPaYCfebNwPL0mOjczLzkVLkvT+IWAwuAQAAIaTEA8AAIA57eROvGVnuXJm2zrwtW2wpCYAAAy9+V0XMNlKKZcn+UKSTbXW5jTnb0nyn5K8MMmaJPcl+c0kv1ZrHT31egAAAGa3dSeFeEs6rGRqbVmyLE/bsyNJsvGwEA8AAIbdbOzE+/Ukm053opTyjCSfSPLdSR5O8pdJrk7yK0neOl0FAgAAMCTaNuuOTIR422fpcppJL8Qbs+GQ5TQBAGDYzaoQr5TyPUm+6wznmvSCusuSvL7W+sJa62uS3JLk80m+t5Ty2mkrFgAAgM4tP34sS06cSJIcHpmXvfMXdlzR1Nk6EFBaThMAAIbfrAnxSimbkvxakg8nOXGaS16W5OlJ7qi1vm3sYK11e5I39qc/PtV1AgAAMDwGl9J8YvHSpPmKXRlmja0DnXjrjxzMyKgdJQAAYJjNmhAvyZuTLEry/Wc4/4r+67tPPVFr/XCSJ5K8sJSyYkqqAwAAYOisPXJofLx90ezdDy9JjsybnycXLkqSzGvbrBv42gEAgOEzK0K8Usob0wvp/k2t9b4zXPaU/utdZzhf0/t+3D7J5QEAADCk1h4e3A9vdod4SbJl8eC+eJbUBACAYTa/6wIuVSnlpiS/mOT96S2neSYb+69bznB+7Pj683jmG5K84fwqzDPP8zoAAACm2WAn3hOLlp7lytlh65JlecreJ5MkGw4L8QAAYJjN6BCvlDIvyf9Obw+8H6y1tme5fOzXDQ+e4fzYJ7fl5/Ho65K8+HxqBAAAYHitm2OdeIP74m3UiQcAAENtRod4Sf51khck+eFa6yPnuPZE//VsQV9yfkuMPpTkzvO4Lul14q08z2sBAACYJm3bnrwn3uLZ34l30nKaOvEAAGCozdgQr5TyjCT/Mcl7a61vPo+3jH06OdOvVo4d33+uG9Va35LkLefxzJRS7oiuPQAAgOFzeH+WnjjeG47My975CzsuaOoNduKtP3QwTdumbZoOKwIAAM5kxoZ4SX4+ycIkC0spbzvl3EiSDBz/50k2p9cVtyHJl09zv3PtmQcAAMBssuuJ8eH2RUuSORBmHZy/IHvmL8zK40ezsB3NmiOHsmMOdCACAMBMNJNDvLG96152lmu+t//675LcleSVSW5PcsfgRaWUJsmt6S25+aVJrRIAAICh1O7eNj6eC0tpjtm6ZFlW7juaJNl4+IAQDwAAhtSMDfFqrS8507lSyvEk82qtzcCxv0xvD71XJ/n1U97ygiRrk9xZa9036cUCAAAwfHaf0ok3R2xZsixl364kyYZDB/OFVd3WAwAAnN5I1wVMozuTfDHJy0opPzJ2sJSyNhOh3i91URgAAAAdGFxOcw51o20d+Fo3HDpwlisBAIAuzZkQr9Y6muQHk+xP8hullI+WUt6VpCZ5epLfrLW+p8saAQAAmD7tQCfeE4vnTife1iXLxscbDwvxAABgWM2ZEC9Jaq0fT/K8JO9McnOSlyd5OMk/TvLGDksDAABgug3uibdo7nTibRkI8TYcOpC0bYfVAAAAZzJj98Q7m1rrGb+uWuuXknz7NJYDAADAkGkP7U+OHEySHBkZyZ4FCzuuaPrsm78w++fNz/ITx7N49ERWHz2SXYsWd10WAABwijnViQcAAABJkoGlNLcvWpo0TYfFTLOmOWlJzQ2W1AQAgKEkxAMAAGDOGdwPb/sc2g9vzEn74h0S4gEAwDAS4gEAADD37JrYD++JObQf3pgti3XiAQDAsBPiAQAAMPfoxBsfb9CJBwAAQ0mIBwAAwJzTnron3hyzdfEpy2m2bYfVAAAApyPEAwAAYO7ZPbCc5hzsxNu1cFEOj8xLkiw7cTwrjh/tuCIAAOBUQjwAAADmlPbQ/qS/D9zRkZHsXbCo44o60DTZsuSUbjwAAGCoCPEAAACYW05ZSrNtmg6L6Y598QAAYLgJ8QAAAJhTTt4Pb+4tpTnmpH3xDgvxAABg2AjxAAAAmFsGQ7w5uB/emC0ndeId7LASAADgdIR4AAAAzC27t40Pn1i8tMNCurV14Gu3nCYAAAwfIR4AAABziuU0e3YuWpKjTe+fBVYeP5qlx491XBEAADBIiAcAAMDcclKIN3c78dqmyTbdeAAAMLSEeAAAAMwZ7eGDyaH9vcm8Bdm9cFG3BXVs6+C+eIeFeAAAMEyEeAAAAMwdA114WbU2bdN0V8sQGAzxNurEAwCAoSLEAwAAYM5od2+bmKxa310hQ2LL4sFOvIMdVgIAAJxKiAcAAMDcMdCJ16xa12Ehw2HrEnviAQDAsBLiAQAAMHcMLqe5Woi3fdHSnOgvKbrm6OEsOnG844oAAIAxQjwAAADmjHbXxHKajeU0c2JkJNsXLRmfr7OkJgAADA0hHgAAAHPHYCee5TSTJFuWTOyLt9GSmgAAMDSEeAAAAMwJ7ZGDyaF9vcm8+cmK1d0WNCS2Lp4I8TYcFuIBAMCwEOIBAAAwN5zShdc0PhInyVadeAAAMJR8YgEAAGBOaC2leVpbTurEsyceAAAMCyEeAAAAc8NAiNcI8cZtW7w0o/3x2sMHM3909KzXAwAA00OIBwAAwNywa9vEeNX67uoYMsfmzcuTixYn6f0jwVrdeAAAMBSEeAAAAMwJrU68M9o6sKTmxsP2xQMAgGEgxAMAAGBuGNwTb7UQb9CWJQP74h0S4gEAwDAQ4gEAADDrtUcOJQf39ibz5ifLL++2oCFzUieeEA8AAIaCEA8AAIDZb89AF97KtWlGfBwedFInnj3xAABgKPjUAgAAwKzX7hoI8eyH9xUGO/HWHT6QkXa0w2oAAIBEiAcAAMBcMLAfXiPE+wqH58/P7gWLkiQL2jZrjhzuuCIAAECIBwAAwOy3e9vEePX67uoYYluXLB0fb7AvHgAAdE6IBwAAwKzX6sQ7py0DS2puPCzEAwCArgnxAAAAmP122xPvXLYumQjxdOIBAED3hHgAAADMau3RQ8mBPb3JyLxkxZpuCxpSWwc78YR4AADQOSEeAAAAs9vu7RPjlWvTjPgofDpbBjrx1h8+mLRth9UAAAA+uQAAADC7DS6luXp9d3UMuf3zF2T//AVJksWjJ7L66JGOKwIAgLlNiAcAAMCs1u7eNj5uVq7tsJIh1zTZunjp+HTDYUtqAgBAl4R4AAAAzG67dOKdr61L7IsHAADDQogHAADArHZSJ96qdR1WMvy2LJ4I8XTiAQBAt4R4AAAAzG72xDtvg514G3TiAQBAp4R4AAAAzFrt0cPJgT29yci8ZMXl3RY05LYuPmU5zbbtsBoAAJjbhHgAAADMXoNdeCvXphmZ110tM8CuhYtyuP89WnbieFYcP9pxRQAAMHcJ8QAAAJi9BvbDi/3wzq1pTllS82CHxQAAwNwmxAMAAGDWagc68Rr74Z2XrYuXjo83HLYvHgAAdEWIBwAAwOy1Syfehdqy5JR98QAAgE4I8QAAAJi1TurEE+Kdl62LB5bT1IkHAACdEeIBAAAwew2EeLGc5nk5eU88IR4AAHRFiAcAAMCs1B49lBzY05uMzEtWXN5tQTPEjkVLcqzp/XPBqmNHs+T4sY4rAgCAuUmIBwAAwOy0e/vEeOXaNCPzuqtlBmmbJtsWLx2fbzh8sMNqAABg7hLiAQAAMDvt3jYxtpTmBdm6ZCDEs6QmAAB0QogHAADArNQO7IfXrFrXYSUzz5bFE/vibRTiAQBAJ4R4AAAAzE67BjrxhHgXZOuSiRBvw2EhHgAAdEGIBwAAwKykE+/inRTi6cQDAIBOCPEAAACYnQZCPHviXZgnFi3NiTRJksuPHk577EjHFQEAwNwjxAMAAGDWaY8eSg7s6U1G5iUr1nRb0AxzYmQkOxYvSdL/h4Mnt3ZaDwAAzEVCPAAAAGafwS68lWvTjPj4e6G2LJ5YUrN9ckuHlQAAwNzkUwwAAACzj6U0L9nWJUsnJjs3d1cIAADMUUI8AAAAZp1210SI16xa12ElM9dWnXgAANApIR4AAACzz+5tE2Mh3kXZsmQixIsQDwAApp0QDwAAgFmnHVhOs7Gc5kXZNtCJl13b0p443l0xAAAwBwnxAAAAmH126cS7VEfnzcvOhYt7k3b05H0GAQCAKSfEAwAAYFZpjx5KDu7tTUbmJSvWdFvQDHbSkpo7N3dXCAAAzEFCPAAAAGaXwY6xlWvTjPjoe7G2Diyp2doXDwAAppVPMgAAAMwugyGe/fAuyVadeAAA0BkhHgAAALNKu2sixGvsh3dJti5eOj7WiQcAANNLiAcAAMDssnvbxFiId0lO2hPvyS1pR0e7KwYAAOYYIR4AAACzSjuwnGZjOc1Lcmj+guxZsLA3OXE82buj24IAAGAOEeIBAAAwu+zSiTeZtiy2Lx4AAHRBiAcAAMCs0R49lBzc25vMm5+sWNNtQbPA1oElNe2LBwAA02f+ZN+wlPK+JP87ybtqrQcn+/4AAABwRgNLaWbl2jQjfnf1Ug2GeDrxAABg+kzFp5mXphfibSulvLWU8vJSSjMFzwEAAICTtLsGQjxLaU6KrYuXjo914gEAwPSZihDvDUnen2Rxku9L8hdJHiul/GIp5RlT8DwAAADoGejEa4R4k2LLYCfek1vStm13xQAAwBwy6SFerfWttdaXJ7kqyb9M8pkkG/vjT5dSPldK+VellE2T/WwAAADmuN3bJsZCvEmxb/7CZFG/G+/o4WT/rm4LAgCAOWLKNgeotW6rtf73WutzktyW5D8neTDJ05L81yQPl1LeV0p5fSll2dnuBQAAAOej3TUR4jWr13dYySzSNMmagd/DtS8eAABMi2nZ4bv2/Lta601JnpLkPyU5nOTrk7wlydZSyptLKc+ajnoAAACYpXYP7oknxJsszUCI1wrxAABgWsyfrgeVUlYleU2SVyd5aZIl/VOPJ1mV5AeSvKGU8uYk/6TWeny6agMAAGDma48cSg7u7U3mzU9WXN5tQbPJmisnxkI8AACYFlMa4pVSliT5tiTfk+QbkyxI0iTZn+St/T8fSC/Q+670ltn8oSQHk/zzqawNAACAWWbPQBfeyrVpRqZl8Zk5obliU9r+uN3xeKe1AADAXDHpIV4pZX56gd3rknxrkqXpBXejSd6fXnD3rlrrwYG3HUzyO6WULUn+PMn3RogHAADABWh3DS6lua67QmajkzrxHk/btmmaprt6AABgDpiKTrytSVanF9wlyReT/G6St9Vaz7Xmxt1TWBcAAACz2e5t48NGiDe5ll6WLF6eHN6fHDuS7NuZXHZF11UBAMCsNhVh2eVJtif5vSRvrbV++gLr+a9JPnW+byilzEvyT9NbhrOk19X3ySS/XGt972muvyXJf0rywiRrktyX5DeT/FqtdfQCagUAAGCY7JoI8bJ6fXd1zEJN0yRrNiWP39M7sONxIR4AAEyxqQjxvjXJX9RaT1zoG2ut9yf5yQt82+8keX2Svekt17kwyYuTvKyU8tO11p8du7CU8owkf5fksiR/n+QTSb4uya8keV6S77vQmgEAABgO7a6t4+Nm9YYOK5mdmiuuTNsP8dqdm9Pc8IyOKwIAgNltKnb5fk2Sf3U+F5ZSfqWU8oGLfVAp5TvTC/Bqkltqrd9ca31Zkmcn2ZPkP5ZSbu5f26S3H99lSV5fa31hrfU1SW5J8vkk31tKee3F1gIAAEB32rZNnpwI8XTiTYE1mybGOx7vrg4AAJgjpiLEe0OSbz7Pa1+SXgfcxRrrnPvJWuv4uim11i8meXt6X9/L+4dfluTpSe6otb5t4NrtSd7Yn/74JdQCAABAVw7vT44c7I0XLEqWr+62nlmoueLK8XG781xb3gMAAJfqkpbT7He5/chpTl1XSvmvZ3lrk+TaJE9Nsu0s153Lt6fXSXfvac6t6L8e77++ov/67lMvrLV+uJTyRJIXllJW1Fr3XUJNAAAATLdTuvCapumultlqzUSIl52b046OphmZit8NBgAAkkvfE+++JF+f5FkDx9okVyb5l+d479gnqrdf7MNrrUeT3HXq8VLKtyT5jiT7MxHaPaX/+hXXj90uyboktyf52MXWBAAAwPRrd038fmhjKc0p0SxZnixbmRzYk5w4luzZbtlSAACYQpcU4tVa21LKjyX5PwYOf3963XV/eZa3jqYXsH0+yVsupYYxpZQlSX43vRDutiSPpLf33dgnuY391y1nuMXY8XN+AimlvCG9ZUPPxzPP8zoAAAAu1q7BTrwN3dUx263Z1AvxkmTn40I8AACYQpfaiZda66eS/MDYvJTy/UnurbX+wJnfNSWuSfLaU449Pcnf9cfL+q8Hz/D+Q/3X5efxrOuSvPhCigMAAGDqtE8K8aZDs+bKtI/cnaS3L15z07M7rggAAGavSw7xTuP6JIen4L7n8liSK9Lr8vuGJL+c5FdLKctqrf9XkhP969pz3Od8FvR/KMmd51nXM5OsPM9rAQAAuBi7B5fTFOJNmTWbJsY7Hu+uDgAAmAMmPcSrtT482fc8z+ceSHKgP/1/SymPJvlwkp8qpfzywLklZ7jF2PH95/Gst+Q8lwEtpdwRXXsAAABTph0dTXY/MXHAEo9TprniyvHfjG13bu60FgAAmO0uKcQrpTyRXmfb19RaHxg4diHaWuukf8KqtX60lHJ/kpuS3JBkc3pdcRuSfPk0bznXnnkAAAAMo707kxPHe+NlK9MsOtPvbnLJBjvxntyS9sTxNPOmYpEfAADgUv9P+4r0Qrz5pxy7EOda3vK0SilNkv8rvb3wvq/Wevw0lx3pvy5IcleSVya5Pckdp7nXrektufmli6kHAACAjuyyH950aRYtTVZcnux7Mhk90euAHAz2AACASXOpId7X9V8fOc2xKVVrbUspr05yc5K3JvnzwfOllOuTlPSW0axJ/jLJv07y6iS/fsrtXpBkbZI7a637prRwAAAAJlU7EOLZD28arNnUC/GSZOfjQjwAAJgilxTi1VrvPJ9jU+g3kvxikl8ppXy+1vpYkpRSrkzy++l9ff+t1nq4lHJnki8meVkp5Udqrb/Zv3ZtJkK9X5rG2gEAAJgMJ3Xi2Q9vqjVrrkz70F1JknbH5jS3dFwQAADMUtO+cH0p5bYk85J8qdY6eom3++X0Ov9emeTLpZQPpfc1PS/J8vS68/59ktRaR0spP5jk/Ul+o5TyQ+ntk/eSJKuT/Gat9T2XWA8AAADTrH1yoBPvcp14U+6Kic67dufjHRYCAACz28hU3LSUsrKU8m9LKT82cGxTKeWT6e1N97kk95ZSvvZSnlNrPZbkW5P8eJJ7krw4ydek13H3j5O8qtZ6dOD6j6cX8L0zvWU4X57k4f61b7yUWgAAAOjIrm0TY514U65Zc9XEZOfm7goBAIBZbtI78Uopq5N8LMmNSf40yZv6p34jybP746NJrk/yF6WUp9VaH7jY59VaTyT51f6f87n+S0m+/WKfBwAAwPBojx1J9u/qTUbmJZdd0W1Bc8GajRPjXdvSHj+WZv6C7uoBAIBZaio68f5FkpuS3J/kfydJKeXa9Ja8HE3y9ektdflLSZYk+YkpqAEAAIC5YHA/vJVr08yb9l0j5pxmwaJk5drepB09+e8AAACYNFMR4r0qybEkL6u1vrt/7Nv6r39fa72j1no8yU8l2Z3kZVNQAwAAAHNAaynNbqwZ2Bdvh33xAABgKkxFiHdDklprfXjg2CuStEn+YuxAfz+7B5JsCgAAAFyMJye6wJrVGzosZG5prrhyYmJfPAAAmBJTEeItSq8TL0lSSlmU5Gv70/efcu2K9JbYBAAAgAs32Il3uRBv2qyZCPHanTrxAABgKkxFiPdwkhtLKUv6869PsjTJjlrrJ8YuKqXcnF7X3oNTUAMAAABzQLtrsBPPcprT5aROvB2PdVcIAADMYlMR4r03yWVJfruU8q1J/lt6S2m+c+yCUspX9+cjSf58CmoAAABglmvbNhkI8WI5zemzekPS9P9JYc+OtEcPdVsPAADMQlMR4v1CkkeTfFeSP05SkuxM8nNJUkp5aZKPJHlqkvuS/NcpqAEAAIDZ7uDe5Ojh3njRkmTpZd3WM4c08xecvHzpDvviAQDAZJv0EK/Wuj3Jc5L8UpK/TvLrSZ5Xax37P/qaZH+S307y/FrrzsmuAQAAgDngyYEuvFUb0jRNd7XMQc0VV42PW0tqAgDApJs/FTftB3k/cYZzj5VS1tZaj07FswEAAJgbTtoP73L74U27tVcl9eO98XYhHgAATLapWE7znAR4AAAAXDL74XXq5E68RzusBAAAZqcp6cRLklLKc5I8P8llSeYlOeO6JrXWn5mqOgAAAJid2l3bJiZCvOm39uqJ8Y7H07atJU0BAGASTXqIV0pZmOQPknzreVzeJGmTCPEAAAC4MCctpynEm3bLVyeLliZHDvb+7N+VrLi866oAAGDWmIpOvH+Z5Nv64/uT1CSHpuA5AAAAzFHtiePJnh0TB1at666YOappmuSKK5PH7+0d2P6oEA8AACbRVIR435ded90/q7X+zym4PwAAAHPdnh3J6IneeMXlaRYs6raeOaq54uq0/RCv3fFYmhue0XFFAAAwe4xMwT1vSPKIAA8AAIAps3PzxPjyjd3VMdetvWpivP2x7uoAAIBZaCpCvH1J9k7BfQEAACBJ0j65ZXzcCPE601wxEeK1O4R4AAAwmaYixPtgklJKuWIK7g0AAADJkwOdeGuEeJ254sqJ8ZNb0x4/1l0tAAAwy0xFiPef+q9vLqXYlAAAAIBJpxNvODQLFycr1/Ym7Wgy8PcCAABcmvlTcM+bkrw5yRuTPFZKuSPJ40mOnuH6ttb6b6agDgAAAGahth1Nntw6ceDyTd0VQ3LFVcme7Ul6S2o2667puCAAAJgdpiLE+6MkbX+8JslrB+anavrnhHgAAACcn327kmNHeuPFy9MsXdFtPXNcs/aqtPd/pjfZ/mi3xQAAwCwyFSHeW3Pm0A4AAAAuzeCSjfbD61xzxVXj/wjQ7ni801oAAGA2mfQQr9b6hsm+JwAAAIxpd24eH9sPbwisvXpivOOx7uoAAIBZZqTrAgAAAOCCDHbiCfG6t3JtMn9hb3xgT9qDe7utBwAAZompWE5zXCnlaUm+KUlJclmt9TtKKcuTfEeSd9Raj0zl8wEAAJh92oEQr1mzqcNKSJJmZCRZc2Wy7cHegR2PJdfc3m1RAAAwC0xJJ14pZXUp5V1JPpvkF5L8QJLX9E/fmOTNSe7rh3wAAABw/nbqxBs2zdqrxsftdktqAgDAZJj0EK+UsijJXyd5dZIDSf40yeaBS5oku5NcmeTOUso1k10DAAAAs1N7cF9yeH9vsmBRsuLybgui54qJEM++eAAAMDmmohPv/0jyVUn+LsmNtdZ/mOTBsZO11s8muS7JnUlWJvk3U1ADAAAAs9GTA78jevmGNE3TXS2MO6kTT4gHAACTYipCvNclOZ7ke2ut2093Qa11b5LvTXIsySumoAYAAABmoXZgKc3GUprD46ROvM1pR090VwsAAMwSUxHilSRfrLU+fraLaq2bk3w5vWU1AQAA4NxO6sTb1F0dnKRZsjxZtqo3OXEs2f1Ep/UAAMBsMBUh3miSped57bwkR6agBgAAAGah9kmdeENrcEnN7ZbUBACASzUVIV5NckMp5bqzXVRKuTHJ7el14wEAAMC5DSynmTVCvGHSDC6puf3R7goBAIBZYipCvLen12H31lLK5ae7oH/87f3pH05BDQAAAMwy7dFDyf5dvcnIvGTl2m4L4mTrrhkftk880mEhAAAwO8yfgnv+epLvSfLCJHeXUt6f5PokKaX8/5PcmuS1SVYnuSvJr01BDQAAAMw2g114q9almTcVH2m5WM26a9OOTbYL8QAA4FJNeiderfVoklck+bMka5N8d5JNSZokv5jkh9ML8P4uyTfWWg9Pdg0AAADMPu3Ox8fHzRVXdlgJp7VqXTJ/YW98YE/aA3u6rQcAAGa4Kfm1xVrrriTfWkr5qiTflt7ed5clOZDk3iTvrbXeORXPBgAAYJbaMRHiZY0Qb9g0IyPJ2quTLff3DjzxSHL907otCgAAZrApW3uklDIvySNJfiXJnlrrsal6FgAAALOfTrzh16y7Jm0/xGufeCSNEA8AAC7apIV4/dDudUleleRFSdadcv7BJB9J8gfpdeK1X3ETAAAAOJPBTjwh3nBad834sH3i4Q4LAQCAmW9S9sQrpbwkyT1J3pLk25OsT28PvME/N6QX8v1Jks+VUp43Gc8GAABg9msP7U/G9libNz9Zue7sb6ATzUCIl+2PdlcIAADMApfciVdKeW2StydZmORwkvck+XCSh5Ps6x+/LMmtSV6Q5KVJnprkjlLKa2utf36pNQAAADDL7dw8MV6zqbf/GsNnzZXJyLxk9ESy+4m0Rw6lWbSk66oAAGBGuqQQr5RyVZLfTi+oe2eSf1Jr3X6O91yd5FeTfGuSt5VSbq617ryUOgAAAJjdTtoPb42lNIdVM39BcvnGZMdjvQPbH02uuqXbogAAYIa61F9d/MdJViT5vVrrd5wrwEuSWuujtdZXJ3lXkpVJfuQSawAAAGC2sx/ejNGctC/eIx1WAgAAM9ulhnivSDKa5Ccu4r3/Z3p75X3TJdYAAADALNfu0Ik3Y5y0L54QDwAALtalhnjXJ3mk1rr5nFeeotZ6b5It6e2VBwAAAKfVtm2yUyfeTNGs1YkHAACT4VJDvGVJnriE929JsuoSawAAAGA2O7AnOXygN164OFlxebf1cHbrrp4Y79yc9sTx7moBAIAZ7FJDvIVJjl7C+w8lmX+JNQAAADCbDXbhrbkyTdN0Vwvn1Cxamqxc25uMnjj57w8AADhvlxriAQAAwJQ6aT88S2nODOssqQkAAJdKiAcAAMBw2zHYibepuzo4b81AiBchHgAAXJTJWMpyUSnlmnNfdvr3TsLzAQAAmMXanTrxZppm7dVp+2OdeAAAcHEmI8R7TpIHJ+E+AAAAcJK2HU12bp44sEaINyMMduJtfzRtO5qmsRgQAABciMn4P+jmEv8AAADA6e3dmRw70hsvWZ4svazbejg/y1ZN/F0dO5Ls3t5pOQAAMBNdaife9ZNSBQAAAJzO9scmxmuuTNP4XdCZoGmaZO01ycN3JektqdmsXt9xVQAAMLNcUohXa314sgoBAACAU7XbHx0fN+sudjt2utCsuyZtP8TLE48k5bndFgQAADOMBekBAAAYWoMhXtZe1V0hXLiB0LV94pEOCwEAgJlJiAcAAMDwGuzEW6sTbyY5qXNy+yNp27a7YgAAYAYS4gEAADCU2iOHkj3be5ORecnlG7stiAuzam2ycHFvfHBvsn9Xt/UAAMAMI8QDAABgOO14bGJ8+cY08xd0VwsXrGlGknXXThzY9lBntQAAwEwkxAMAAGAoDe6j1qy9usNKuFjN+okQrxXiAQDABRHiAQAAMJwG9sPLOiHejLT+uvFhu/Xh7uoAAIAZSIgHAADAUGoHQjydeDNTMxDiZdtDadu2s1oAAGCmEeIBAAAwdNrRE8mOxycOCPFmplXrkkVLeuPD+5O9O7utBwAAZhAhHgAAAMNn17bkxLHeePnqNEtWdFsPF6VpmpOW1Ix98QAA4LwJ8QAAABg6g0tp6sKb2QaX1GyFeAAAcN6EeAAAAAyfJx4ZH9oPb2YT4gEAwMUR4gEAADB02u2PjY+bdUK8Ge2U5TTbtu2sFAAAmEnmd10AAAAAs9+PffAdF3T9Lzx+T1b2xz/98OfyxLZ7J7WeN73odZN6P87isjXJ4uXJ4f3JkUPJ7ieS1eu7rgoAAIaeTjwAAACGymXHjmTl8aNJksMj87J90ZKOK+JSNE1zUjeeJTUBAOD8CPEAAAAYKlcd3D8+3rxkWdqm6bAaJkOz4dqJiRAPAADOixAPAACAoXLNgb3j40eWXdZhJUyW5qROvIe7KwQAAGYQIR4AAABD5dqTQrwVHVbCpBkI8bLtobSjo52VAgAAM4UQDwAAgKFyzYF94+OHl+rEmxWWr06WreyNjx1JntzSbT0AADADCPEAAAAYGpcdPZLVx44kSY6MjGTbkqUdV8RkaJom2XD9+Lzd+kCH1QAAwMwgxAMAAGBoXHNwogvv0aUrMtr42DpbNBtvmJhsebC7QgAAYIbwaQgAAIChcfJ+eJbSnE2aDRMhnk48AAA4NyEeAAAAQ+OawRBv6YoOK2HSrb8uSdMb73gs7dHDXVYDAABDT4gHAADAcGjbXHNgYjnNh3XizSrNoiXJmo29Sdsm2x7utiAAABhyQjwAAACGwqpjR7Ly+NEkyeGReXli8dKOK2KyWVITAADOnxAPAACAoXDtQBfeI8tWpG2aDqthSmwcCPG2CPEAAOBshHgAAAAMhZP3w7OU5mzUDIR42fpgd4UAAMAMIMQDAABgKAyGeA8vW9FhJUyZNZuSBYt64/270u7b1W09AAAwxIR4AAAAdK9tc+3BweU0deLNRs3IvGT9dRMH7IsHAABnNL/rAi5VKWVekjcm+f4ktyWZl+SBJL+f5BdrrYdPuf45Sf5DkucmWZ7ki0l+udb6jumsGwAAgAmXHz2c5cePJUkOzpuf7YuWdFwRU6XZcH3ax2qS3r54zc1f1XFFAAAwnGZ0J14/wPuTJL+a5NYkH01yR5JNSX4myR2llKUD178syYeTfFN64d0HkjwtydtLKT8/rcUDAAAw7rqT9sNbkTRNh9UwlQb3xWu36MQDAIAzmdEhXpIfTvLNST6f5NZa6zfUWr8pyc1JPpLkeUn+fZKUUpYkeVv/fS+rtb601vqq9EK8x5L8VCnFr/8BAAB04Pr9e8bHDy5f2WElTLkNEyFetj2UdvREd7UAAMAQm+kh3hv6r/+81vr42MFa6470lthMku/uv74+ybokb6+1fmDg2vuT/Jv+9MentFoAAABO6wYh3pzRrFidLF/dmxw/mux4rNuCAABgSM30EG9Hki8n+fhpzt3Tf93Uf31F//Xdp7n2z5KcSG+ZTQAAAKbRgtETuebgvvG5EG/2azbdND5uH7+vw0oAAGB4ze+6gEvRXw7zTJ7bfx37lb6n9F/vOs199pZSNie5upSyvta6bRLLBAAA4CyuObAv89o2SbJ18dIcmL+g44o4kx/74Dsm5T4vObwn39kff/xz78/v7L+4j+FvetHrJqUeAAAYRjM6xDuTUkqT5Gf703f2Xzf2X7ec4W1bklydZH2Ss356KKW8IRNLeZ7LM8/zOgAAgDlpcCnNB3ThzQn3D/w937h/d3eFAADAEJuVIV6S/5zka9ML436xf2xZ//XQGd4zdnz5edz/uiQvvtjiAAAAmHDDQIgjxJsbHl+yPEdGRrJodDSXHz2S1UcOZ9eixV2XBQAAQ2XWhXillJ9J8pNJjiT5zlrr9v6pE0maWmt7jluczz6BDyW58zxLemYSn0IBAABOp21zvU68OWd0ZCQPLVuZsm9Xkl435qeEeAAAcJJZE+KVUuYn+bUkP5rkcJLX1Fr/buCSA0lWlVIW11oPn+YWS/qv+8/1rFrrW5K85TzruiO69gAAAE7riiOHctnxY0mSg/PmZ9viZed4B7PF/csHQ7zd+dSa9R1XBAAAw+V8us6GXilleZL3pBfg7U7yjbXWvzjlss391w1nuM259swDAABgkg3uh/fg8pVpm6bDaphOD6xYNT6+ceDnAAAA6JnxIV4pZXWSO5K8IsmjSV50SgfemLv6r7ef5h6XJdmUZHutddsUlQoAAMApbrCU5pz14LLLMtofX3lwfxadON5pPQAAMGxmdIhXSlmY5M+TfFWSLyV5Qa31rjNc/pf911ef5tyrkszr3wsAAIBpctJ+eMuEeHPJofkLsmVJb/nUeWlz7YG9HVcEAADDZUaHeEl+Jsnz0+vAe0mt9bGzXPvOJE8keUMp5ZVjB0spNyT5L0naJP9tCmsFAABgwKITx3Plod625KNJHl5+WbcFMe0eWL5qfGxJTQAAONn8rgu4WKWUNUl+vD/dnuS/l1JOe22t9ftqrXtLKT+SXpj3Z6WUO5PsS/LSJEuT/Nta6+envnIAAACS5LoDe8d/s/TxJctzeN6M/YjKRbp/+cq8aPvjSZIb9u3uthgAABgyM/kT0ouTLOmPn93/cybflyS11j8tpbw4yU+n18HXJPl8kv9Wa/1/p7BWAAAATnHzvl3j4wfthzcn3T/QiXfDgT1p2jZt03RXEAAADJEZG+LVWt+VXgh3oe/7cJJXTH5FAAAAXIhb9k6EePdctrrDSujKzkWLs2fBwqw8djRLTpzIpkP78/jSFV2XBQAAQ2Gm74kHAADADLTgxIlcd2Dv+PyeFUK8Oalpct9AN97NltQEAIBxQjwAAACm3Q3792R+2yZJNi9elv0LFnZcEV25d8Wq8fHgEqsAADDXCfEAAACYdrfss5QmPfcOdGHetG930g93AQBgrhPiAQAAMO0GQ7zBTizmnq1LlmX//AVJkhXHj2XD4QMdVwQAAMNBiAcAAMC0WnjKfnj32g9vTmvtiwcAAKclxAMAAGBa3bh/d+b1l0x8fIn98LAvHgAAnI4QDwAAgGl1y96B/fB04ZHk3oF9EW+2Lx4AACQR4gEAADDNbj5pPzwhHsnjS5bn4Lz5SZKVx45m3ZFDHVcEAADdE+IBAAAwbRadOJ5rD+wbnw92YDF3tU2T+0/aF8+SmgAAIMQDAABg2ty4f0/mpbdU4mNLlufA/AUdV8SwOGlfvL27O6sDAACGhRAPAACAaXPbnp3j43t04TFgcGnVm/ftsi8eAABznhAPAACAafOUgRDvSyvXdFgJw+bRZctzaGRekmT1sSO5wr54AADMcUI8AAAApsXlRw5lw+GDSZKjzchJyyfCaDOS+wd+Jop98QAAmOOEeAAAAEyLwS68ey9bnWP9risY8+XLLh8f37rnyQ4rAQCA7gnxAAAAmBa3D4R4X7SUJqdRB/ZJvGXfrjT2xQMAYA4T4gEAADDl5o2OpuydWB5RiMfpbF6yPHvnL0iSrDh+LFce2t9xRQAA0B0hHgAAAFPuxv27s3j0RJJk+6Il2b5oSccVMYzapkm1pCYAACQR4gEAADANnnLqUppN02E1DLPBEK/sFeIBADB3CfEAAACYcoP74X3JUpqcxZcH9sW7af/uzB8d7bAaAADojhAPAACAKdXuezJXHjqQJDnWNLlnxepzvIO57MlFS/JEf7nVRaOjuX7/no4rAgCAbgjxAAAAmFLtg18YH9+3YnWOzpvXYTXMBJbUBAAAIR4AAABTrL3v0+PjuyylyXkYXFLz1r27OqwEAAC6I8QDAABgyrSHDyaP3D0+/9zqtR1Ww0xxz2WXZ2wnvGsP7M3i48c7rQcAALogxAMAAGDKtA9+Phk9kSR5eOmKPNnf6wzO5sD8BXl06Yokyby0KfssqQkAwNwjxAMAAGDKtPd+anz82dXrOqyEmebugaVXn7JnZ4eVAABAN4R4AAAATIn22JHkobvG55+xlCYX4IuDId7unUnbdlgNAABMPyEeAAAAU+OhLybHjyZJNi9elieWLOu4IGaSB5dfloPz5idJVh87ko2HDnRcEQAATC8hHgAAAFOivW9wKU1deFyY0WYkd192+fjckpoAAMw1QjwAAAAmXXvieNoHPjc+tx8eF+OL9sUDAGAOE+IBAAAw+R65OzlyqDe+7Io8tnR5t/UwI31pIMS7af/uLD5xvMNqAABgegnxAAAAmHRt/fj4uLnpWUnTdFgNM9XehYvyyNIVSZJ5bZuy98mOKwIAgOkjxAMAAGBStceOpL13Yj+85tbndVgNM92XLKkJAMAcJcQDAABgUrX3fSY5dqQ3Wb0hWX9dp/Uws520L97unUnbdlgNAABMHyEeAAAAk6q9+6Pj4+b2r0ljKU0uwYPLL8vBefOTJKuPHcmmQwc6rggAAKaHEA8AAIBJ0x7Ykzz8xfF5c+vzO6yG2WC0Gcndl10+Pn/a7h0dVgMAANNHiAcAAMCkaevHk3a0N7ny5jQrr+i2IGaFz69eOz5++u7tHVYCAADTR4gHAADApGnv/sj4uLntazqshNnkrpVrciK9ZVmvP7A3K48e6bgiAACYekI8AAAAJkW7c3Oy7eHeZN78NLc8t9uCmDUOzV+Qe1esGp/rxgMAYC4Q4gEAADAp2i/+/cTkhmekWby0u2KYdU5eUtO+eAAAzH5CPAAAAC5Ze/zYSSHeyO0v6LAaZqPPr5rYX/GWvU9m0YnjHVYDAABTT4gHAADAJWvv+3RyaF9vsuLy5Pqnd1sQs86Ti5bk0SXLkyQL2ja379nZcUUAADC1hHgAAABcsvbzd46Pm6d9bZoRHzeZfINLaj5jlyU1AQCY3XyqAgAA4JK0Ozcnj9XepBlJ89QXdlsQs9bgkppP3bMjrSU1AQCYxYR4AAAAXJLBLrzc+Mw0y1d3Vwyz2qNLV+TJhYuSJEtPHE8eu6fjigAAYOoI8QAAALho7bEjab/04fH5yDNe0l0xzH5Nk8+vmlhSs733kx0WAwAAU0uIBwAAwEVr7/lEcuRgb7JyXXLNbd0WxKz36cvXjY/bez+ddvREh9UAAMDUEeIBAABwUdq2Tfup943Pm6d/bZrGx0ym1v3LV2X3goW9yaF9E/sxAgDALOPTFQAAABfnkS8lOx7rjecvTPPUF3VbD3NC2zT57OqBbrx7LKkJAMDsJMQDAADgoox+8q/Hx81TX5hmyfIOq2Eu+ZQlNQEAmAOEeAAAAFywdvujycN39SZNk+bZL+u2IOaUByypCQDAHCDEAwAA4IK1n5rowstNz06zat2ZL4ZJZklNAADmAiEeAAAAF6Tdvyvtlz82Ph/5qm/ssBrmKktqAgAw2wnxAAAAuCDtp/8mGQtMNt2UZtON3RbEnPTA8lXJspW9yaF9yaOW1AQAYHYR4gEAAHDe2kP70n7uA+NzXXh0pW2aNDc/Z2L+5Y92WA0AAEw+IR4AAADnrf3U+5JjR3qTNVcmNz2z03qY25rbnj8+bu/9VNpjRzusBgAAJpcQDwAAgPPSHtqf9rPvH583z39VmsbHSjq04fpkVX9vvKOH0z7wuW7rAQCASeTTFgAAAOel/fTfJEcP9yZrNqW55au6LYg5r2mak7vx7v5Ih9UAAMDkEuIBAABwTu3hg2k/8zfj8+Z536ILj6HQ3DoR4uWhu9Ie2tddMQAAMIl84gIAAOCc2k+/Lzl6qDdZvSHNLc/ttiDoa1avTzbe0JuMnkhbP9FtQQAAMEmEeAAAAJxVe3Bf2k/91fi8ed63pBnxcZLh0dz2NePj9u6PdlgJAABMHp+6AAAAOKv24+9Njh3pTdZsSnPr87otCE7R3PLcZGReb7Ll/rS7n+i2IAAAmARCPAAAAM6o3bsj7ec+MD4f+Qev0YXH0GmWrkiue+r4vP3ShzusBgAAJodPXgAAAJxR++E/SU4c70023pjc+MxO64EzGbn9BePj9ot/n3Z0tMNqAADg0gnxAAAAOK12x2Npv/SR8fnIi16bpmk6rAjO4oZnJIuX98b7nkwe+VK39QAAwCUS4gEAAHBaox98Z5K2N7nuaWmuKp3WA2fTzF+Q5vavGZ+3d32ow2oAAODSCfEAAAD4Cu1DdyUPfr4/azLywtd0Wg+cj+YpLxwft/d/Ju2h/R1WAwAAl2Z+1wUAAAAweX7sg++45HuMtKP5qbs+nk39+Yev2JC31Q8l9cLv9aYXve6S64Hz1ay9Kll/fbLtweTE8bR3fzTNs7+h67IAAOCi6MQDAADgJC/cvjmbDh9IkhwemZc/vfLGjiuC89c8baAb764Ppm3bDqsBAICLJ8QDAABg3JLjx/Itjz8wPv+rjddl78JFHVYEF6YpX53MX9ib7HgseeLhbgsCAICLJMQDAABg3Cs3P5jlx48lSXYsXJz3b7i644rgwjSLlqa5+avG5+3n/67DagAA4OIJ8QAAAEiSrDt0IC954rHx+R9ffVOOj8zrsCK4OM3TvnZ83H75o2mPHOqwGgAAuDhCPAAAAJIkr330vszr7x927/JV+czqdR1XBBfpypuTNZt642NH0t79kW7rAQCAiyDEAwAAILfv3pGn7dmRJBlN8kfX3Jw0TbdFwUVqmibNM75ufN5+7gNp+wE1AADMFEI8AACAOW7B6Il81yP3jM8/esXGPLrssg4rgkvX3PY1yYJFvcnOzcnj93ZbEAAAXCAhHgAAwBz38i0PZ21/z7AD8+bn3Vfd1HFFcOmaRUvS3Pr88Xn7uTu6KwYAAC6CEA8AAGAOW3v4YF6+5eHx+Z9edWP2L1jYYUUweZpnvGR83N77ybQH93ZXDAAAXCAhHgAAwFzVtvnOh2sWtKNJkoeWXZYPrb2y46Jg8jTrrkk23tCbjJ5I+4UPdlsQAABcACEeAADAHPXMXdvzlL1PJklGk/zetSVt03RbFEyy5hlfNz5uP/u3aU8c77AaAAA4f0I8AACAOWjRieP5jkfuGZ9/cN2VeXTZZR1WBFOjueW5ybKVvcmB3Wnv+WS3BQEAwHkS4gEAAMxBr9z8YFYfO5Ik2Tt/Qf70yhs7rgimRjN/wcndeJ9+X9q27bAiAAA4P/O7LmCylVLekOR3kryo1vqh05y/Jcl/SvLCJGuS3JfkN5P8Wq11dBpLBQAA6MRVB/bl67c+Oj5/19U359D8BR1WBFOrefpL0n7sz5ITx5NtDyWb70uuvLnrsgAA4KxmVSdeKeVrkvzqWc4/I8knknx3koeT/GWSq5P8SpK3TkeNAAAAXRppR/N9D92deel1It2zYlU+vmZDx1XB1GqWrkhz29eMz0c//b4OqwEAgPMza0K8Usprk/xVkuVnON+kF9RdluT1tdYX1lpfk+SWJJ9P8r39ewAAAMxaX7/10VxzcF+S5Fgzkrdfd1vSNB1XBVOvefY3TEzu+3TaPdu7KwYAAM7DjA/xSilXlVLemuSPksxLsu0Ml74sydOT3FFrfdvYwVrr9iRv7E9/fCprBQAA6NKaw4fyLZsfGJ+/98rrs33x0g4rgunTXHFVcu3tvUnbpv3s33ZbEAAAnMOMD/GS/FyS1yf5ZJLnJ/nyGa57Rf/13aeeqLV+OMkTSV5YSlkxBTUCAAB0q23zuoe/nIWjva3AH12yPH+z/pqOi4LpNfKsl42P2y98MO3RQx1WAwAAZzcbQrwvJ/n+JM+rtX7hLNc9pf961xnO1/S+H7dPYm0AAABD4Xk7t+a2vU8mSUaTvOO62zI6Mhs+EsIFuP6pyer+HpBHD6W960Pd1gMAAGcxv+sCLlWt9b+c56Ub+69bznB+7Pj6c92olPKGJG84z+c+8zyvAwAAmBLLjx3Nax+5Z3z+gfVX5+Hll3VYEXSjaUbSPPsb0r6/t8tG+5n3p33mS9MItAEAGEIzPsS7AMv6rwfPcH5sDY3l53Gv65K8+FILAgAAmA7f8cg9WX7ieJJkx8LFec+VN3ZcEXSnuf0FaT/0ruTIwWTP9rT3fjJN+equywIAgK8wl0K8E/3X9hzXnc+v3z2U5M7zfO4zk6w8z2sBAAAm1VN278hzn9w2Pv+9627N0XnzOqwIutUsWJTmmS9N+7H3JEnaj/952luem6ZpOq4MAABONpdCvAP91yVnOD92fP+5blRrfUuSt5zPQ0spd0TXHgAA0IHFJ47nex7+8vj8Y2s25O6VazqsCIZD8+yXpv3UXyXHjybbH00e/EJyw9O7LgsAAE4ylxZ939x/3XCG8+faMw8AAGBGec0j9+byo0eSJPvnL8g7r76544pgODRLVqR5+sTv245+/L0dVgMAAKc3l0K8u/qvt596opTSJLk1vSU3vzSdRQEAAEyF2/bszAt3bB6f/8E1JfsXLOywIhguzVe9PBnpLy27+b60j93TbUEAAHCKuRTi/WX/9dWnOfeCJGuTfKjWum/aKgIAAJgCi48fz/c9ePf4/NOr1+VTl6/rsCIYPs2Ky9Pc/oLxuW48AACGzVwK8e5M8sUkLyul/MjYwVLK2iS/3p/+UheFAQAATKbXPnpvVh/rLaO5b/6C/P61JWmajquC4dM895sm/tt46K602x7utiAAABgwZ0K8Wutokh9Msj/Jb5RSPlpKeVeSmuTpSX6z1vqeLmsEAAC4VLfv2Zl/MLCM5u9faxlNOJNm9fo0Nz9nfN5+4s87rAYAAE42Z0K8JKm1fjzJ85K8M8nNSV6e5OEk/zjJGzssDQAA4JK1Rw7meweW0fzU6nX5zOXrO6wIhl/z1a8cH7f3fCrtk1s7rAYAACbM77qAyVZrfck5zn8pybdPTzUAAADTp73jD05aRvMPri0dVwTDr1l3TXLd05KHvpCkTfvx96Z5xQ91XRYAAMytTjwAAIDZqn3wC2m/+KHxuWU04fyNPO+bx8ft3R/RjQcAwFAQ4gEAAMxw7eGDGX3f/x6fW0YTLkxz5c3Jtbf3Jm2b9iN/2m1BAACQWbicJgAAwFzT3vn7yf5dSSyjydz0Yx98xyXf47qlS/Ov++MT9WP5mQXJliXLL+peb3rR6y65HgAA0IkHAAAwg7UPfD7tF/9+fP57195qGU24CA8tX5m7Vq5J0vvHkm9+/MFuCwIAYM4T4gEAAMxQ7aF9GX3fW8bnTfnqfPbydd0VBDPce668YXz87F1P5KqD+zqsBgCAuU6IBwAAMAO1bZvR9701ObCnd2DZyjRfbwk/uBSPLrssn121dnz+zY8/0GE1AADMdUI8AACAGai9+yPJfZ8en4+8/AfSLFnRYUUwO7z3yuvHx8/YvSPX7t/bYTUAAMxlQjwAAIAZpt2zI+3fvn183jz9JWmuf1qHFcHs8fjSFfnU6ollab9ls248AAC6IcQDAACYQdrR0Yz+5ZuTo4d7B1atS/Pi7+y2KJhl3nvlDRntj5+yZ2du2rer03oAAJibhHgAAAAzSPvpv04ev6c3aUYy8k0/kmbBom6Lgllm65Jl+cSaDePz1zx6X5q27bAiAADmIiEeAADADNFufyzt3//x+Lz56m9Os/GGDiuC2es9V96QY03vn02uO7A3X/Xkto4rAgBgrhHiAQAAzADt8WMZ/YvfTE4c7x1Yf22a539Lt0XBLPbkoiX5wPqrx+ff9tj9mT96osOKAACYa4R4AAAAM0D74XcnOx7rTeYt6C2jOW9+pzXBbPdXG6/N/vkLkiRrjh7OS7Y91nFFAADMJUI8AACAIdc+VtN+8q/G583Xfkeayzd2WBHMDYfmL8ifb7p+fP6KLQ9l2fFjHVYEAMBcIsQDAAAYYu2Rgxn9y99O0vYOXHt7mmd+Xac1wVzywbVX5olFS5IkS08czys2P9hxRQAAzBVCPAAAgCHWvv/tyd4dvcmipRl5+Q+maXyUg+lyYmQk777qpvH5i594LFccPthhRQAAzBU++QEAAAyp0S99JO2XPzo+b77hH6VZsbrDimBu+uzqtblv+cokyfy2zT987L6OKwIAYC4Q4gEAAAyhdvf2tH/7tvF585R/kJHy3A4rgjmsafKuq28enz5r1/aUPU92WBAAAHOBEA8AAGDItCeOZ/TPfyM5erh3YNX6NF/3um6LgjnuoeUr87E1G8bn3/VIzbzR0Q4rAgBgthPiAQAADJn2o+9Jtj7Qm4zMy8grfyTNwsXdFgXkj6+6KYdG5iVJNhw+mK/b9mjHFQEAMJsJ8QAAAIZI+1hN+7H3js+bF7w6zYbrO6wIGLN34aK898obxuev3PxgVo51zAIAwCQT4gEAAAyJ9vCBjP7FbyVpeweuvjXNc1/RaU3Aye5Yd1U2L16WJFk8eiKvffTejisCAGC2EuIBAAAMgbZt0/7NW5N9T/YOLF6WkVf8cJrGxzYYJqMjI/nDa28Znz/nySdy++4dHVYEAMBs5dMgAADAEGi/8Hdp7/nk+Hzk5W9Is2J1hxUBZ3LPZZfn45dvGJ9/z8M1i04c77AiAABmIyEeAABAx9rtj6b9wDvG583TX5zmpmd3WBFwLn90zc3ZP39BkmTN0cP55scf7LgiAABmGyEeAABAh9qjhzL6Z/8rGeviueKqNC/+7m6LAs5p/4KFeefVN4/Pv37bI7nmwN4OKwIAYLYR4gEAAHSktw/e7ya7tvUOLFiUkW95Y5oFC7stDDgvH1uzIXdfdnmS3j+wfN+Dd2fe6Gi3RQEAMGsI8QAAADrS3vXBtF/+2Pi8+YZ/lGZgny1gyDVNfu/akqMjvX9euerQ/rxys2U1AQCYHEI8AACADrTbH037twP74D31RRm57fkdVgRcjB2Ll+bdV900Pv/GLQ+l3fJAhxUBADBbCPEAAACmWXv4YEbf87+SE8d6B9ZcmebrvqfbooCLdue6q3LPilVJev/QMvqXv5X22JFOawIAYOYT4gEAAEyjth3N6F/+VrJ7YB+8V70xzYJF3RYGXLS2afLW62/PoZF5vQO7tqX90Du7LQoAgBlPiAcAADCN2o+8J3ngc+Pz5uU/kObyjR1WBEyGJxctyTuvuWV83n7m/WkH/lsHAIALJcQDAACYJu39n0370T8dnzfPeUVGynM7rAiYTB++YmM+v+qK8fnoX/122v27OqwIAICZTIgHAAAwDdpdWzP6F781ceCa29K88DXdFQRMvqbJ7153W7JsVW9+aH9G/+K30o6OdloWAAAzkxAPAABgirVHD2X0T38tOXqod+CyNRn55h9LM7Z/FjBrHFiwMCOv/NGkaXoHHv1y2o+/t9uiAACYkYR4AAAAU6gdPZHR974p2bm5d2Degoy86p+mWbKi28KAKdNcXdI871vG5+1H/iTtw1/ssCIAAGYiIR4AAMAUau/4/eTBL4zPm5f9ozTrr+2wImA6NM9/VXLlLb1J22b0vb+Rds+ObosCAGBG+f/au/PwuM760OPfM9JosRavsWPHWUhsv1kgC0kghOQm0KRlC1u4lHJLS28pWwu0cB/oxoXyFFraS6EBQmlpSSFsvaQsCZBetoSQnTghCXZex45jx47jLZKsXRrNuX+ckSzJki05Y81I+n6eZ54z8573nPc3ivPq1fmd9z21lQ5AkiRJkmajt9321SPWuXz3E7x++6aRzzevPIXv7n8cbnu87PF8/tI3lv2cko5ekqsh94q3U7z+I9DdDn1dFG+8ltxv/ilJvq7S4UmSJGkWcCaeJEmSJB0D57Tt5XWjEnj3LV7OjSecWsGIJM20pGkhuaveAcPPv9yzjfTHXyZN08oGJkmSpFnBJJ4kSZIkldm6A0/zP7c8NPIH12NNrXzp1DNJk6SicUmaecmqNSQv+q2Rz+mGO0jv/UEFI5IkSdJsYRJPkiRJksropO4DvP3RB8mXZtrsqW/kn9aew+DwTBxJ805y9uUkZ10y8jn9+Q2km35RwYgkSZI0G5jEkyRJkqQyOb63iz/c9AANxSEA2vP1XBPOo8vnX0nzWpIkJFe8CVaHkbLiD75A+tTWCkYlSZKkamcST5IkSZLKYFVPF3/yyHpaCoMAdNXU8ulwLk/XN1Y4MknVIKmpJXfVO2HRiqxgaJDit68hbd9T2cAkSZJUtUziSZIkSdIzdEJPJ38cDybw+nI1XLvuXHY1Nlc4MknVJGlsJvea90D9gqyg5wDFGz5J2t1R2cAkSZJUlUziSZIkSdIzcEpXB+95ZD3NpQReb00Nnw7n8XjzwgpHJqkaJYtXkHvVu6AmnxV07KH4rU+R9vdWNjBJkiRVHZN4kiRJknSUzm7byx/H9TQPFQDoqanlmnXnsdUEnqTDSFavI/eKt0OSZAV7tlP8zqdJB/srG5gkSZKqikk8SZIkSToKl+9+grdufpC6YhGArto8/xjOY5sJPElTkJx2LskVv3uwYEek+J3PkA4OVC4oSZIkVRWTeJIkSZI0DWlhkOIPv8Trt28a+YNqT30jf3/GBTzR1FrR2CTNLrnnXEpy6esOFmzfQPG7nyUtLc8rSZKk+c0kniRJkiRNUdq+l+LXP0b60K0jZVubWvk/Z1zA3oYFFYxM0myVu/ClJBe/+mDBtocp3mgiT5IkSSbxJEmSJOmI0jSluPEuil/5K9izfaT83iUr+FR4Ll35ugpGJ2m2y110FckLXnmwYOtDFG/6nIk8SZKkea620gFIkiRJUjVLO9so/vjL8NgvDxbmavj6iWv42XEnQJJULjhJc0Zy0SuhWCS9+6as4LFfUvzuZ8hd9U6SfH1lg5MkSVJFOBNPkiRJkiaQDhUorv8hxS99cGwCr3UZuTf8GT9bvtoEnqSySZKE5OJXkzzvZQcLH3+Y4g3/QNrXXbnAJEmSVDHOxJMkSZKkUdI0hc33U7zt/0L7njH7knNeTHLp1SR1DfDonRWKUNJclSQJvPC1kKshvevGrPDJzRT/4+/IvfZPSJoXVTQ+SZIkzSyTeJIkSZIEpMUibL6P4j3fH/PcOwAWLSf3628mWR0qE5ykeWN4Rl6xoZn0lq9lhft2UPzG35K7+n0ki46rbICSJEmaMSbxJEmSJM1raX8P6YY7SR/4MbTtHruzfgHJRa/IZuDV5isToKR5KffcKyg2LCD9ry9CWoSOvRS/8TfkXvVukuNPqXR4kiRJmgEm8SRJkiTNO2mxCDs3kW68i/SRu6EwMLZCbR3J2ZeRPP8VJI3NlQlS0ryXO/Ni0voFFG/6HAwVoLuD4n98nNxL30Ky9vxKhydJkqRjzCSeJEmSpHkhLQ7Bjki66T7Szeuh58ChleobSc59Mcl5V5IsaJn5ICVpnOS0c8ld/V6K3/kM9PdAYYDijdeSXPo6kgtekj1HT5IkSXOSSTxJkiRJc1Y6VCgl7n6RJe56uyauuGw1yTmXk5x+EUl948wGKWnOetttXy3buZavPZt3PvpLlvf3ApDe9k1+vvEOvn5yYCiXm9I5Pn/pG8sWjyRJko49k3iSJEmS5pR0qADbN2aJuy33Q1/3xBUXtJKsPZ/k9OfDqjXOZpFU1fY0NvH3Z1zAWzc/xNqudgBeuO9JVvR186+nPYeOuvrKBihJkqSyM4knSZIkadZLC4OwfQPpo/eRbr4/W3JuIk2LssTduvNh1VqSKc5ekaRq0J2v49PhPN74+EYu2v8UAGu6OvjTX93Dv532bB5tXVzhCCVJklROJvEkSZIkzUppmsKuLaQb7iCN906euGteTLLuApK158Oq00gSE3eSZq9CLseXnnUmuxqbeNWOLeSAhYUB3hPX853Va/jh8SeBM4slSZLmBJN4kiRJkqra+GdKLenv5fn7n+L5+3aNPBtqvP11Ddy/eDnrlyxnW1MraVKEx+7NXs+Qz5SSVHFJwg9XnsK2plZ+f8vDtBQGyQGv2bGZU7vauf5ZZ9Jdm690lJIkSXqGTOJJkiRJqnoNQwXOe3oPF+3fxdrO9gnr7Ktr4P4ly1m/eAXbmlqciSJpztvUuoSPnfU83rLlYU7r6gDgnPZ9nPzwXXz5WWeyceHSCkcoSZKkZ8IkniRJkqSqlBaLsH0Dv7flYc5p20tdWjykTm9NDfctWcHdS1eypXmhiTtJ805HXQOfDM/lNTs282u7nwBg0eAA79r0AD9dvprvrF7DQE1NhaOUJEnS0TCJJ0mSJKmqpPt2kG64k3TjndDdwYXj9g+RsHHhEu5eupIHFy9jMOfFaUnzWzGX44aT1rGpdTG/vXUjLYVBAF60ZwfP6djH104+3Vl5kiRJs5BJPEmSJEkVl/YcIH3kbtINd8Ce7RPWeaKxmbuXreQXS1dwIF8/wxFKUvV7aNFx/PWzW/ntrRt5Tsd+AJb19/GuTQ9w99LjSc9rJ2leVNkgJUmSNGUm8SRJkiRVRFoYhMd+SXHDHbD1IZhguUwWtPKjlkXcvex4di5omfkgJWmW6czX87m153DRvl1c/cSjNA0VAHj+/qcofvHPSS58Kcn5v0GSr6twpJIkSToSk3iSJEmSZkyaprBrC+mGO0jjvdDfc2ilmlqSNeeRnHExnHIW/3n7N2Y+UEmazZKEu45bxa8WLeV12x/lwqd3Z+WD/aR3fJv0wVtJnv9ykrMuIanNVzZWSZIkTcokniRJkqRjLm3fU1ou805o3z1xpRPWkpzxApJ1F5I0LJjZACVpDurM1/PF057NnctWcvUTj3JCb3e2o6uN9MfXk951E8mFL8mSefWNlQ1WkiRJhzCJJ0mSJOmYSHsOkMZ7SR+5C3Y9NnGlhctIzriY5MwXkCxaPrMBStI88cjCpfxN62I+u+hE0ju+DT0Hsh3d7aS3fJ309m+RnH4RyTmXwXEnkSRJReOVJElSxiSeJEmSpLJJe7tItz5IuvFu2L5h4ufc1TWSrLuA5MyLs9l3XiyWpGOumOTInX0Z6RkXkT54K+kvbobujmznYD/pQ7eSPnQrLF5BsvYCkrXPheUnkSS5ygYuSZI0j5nEkyRJkvSMpJ1Pk26+n3TL/fBEnDhxl6uBU55NcvrzSU47jyRfN/OBSpJI8vUk5/866dmXk264nfSBn8D+Jw9WaNtNes/3SO/5HjQ0wepAsnodyfKTYNlqkoamygUvSZI0z5jEkyRJkjQtaVqE3dtJtz1MuvkB2L118sonrM2WaFt3AUlj84zFKEk6vCRfR3LOi0jPvhye3Ez6y1uymzEG+w9W6uuGzetJN68nHS5rXpwthdyyFFqWQMMCqM9eSX0j5OshyUFNTXYDR64GcrmD72tqS6881NQ400+SJOkwTOJJkiRJOqL0wH7SbRtg269It2+Evq7JKx//LJI1zyU5/XkkrctmLkhJ0rQlSZLdcHHCWtLBgayf3/QL0u0bDj47b7SuNuhqI+XRQ3alh9Y+spHEXh7yddnsv9IraWiCBQuhZTFJ82JoWQwtS5wNKEmS5g2TeJIkSZLGSNMU2veQ7nw0m52xcxO07Z78gFwNnBiyZTJPO4+kZfHMBStJKpskXwdrziNZc172u+DpXaRPPAJPbSXd+wQ8vQuGCuVttDiUvQb7oQ/ofHpk1+ik4JgEYUNz9uy+xStg8fEkS1fB8pOyBJ/PWZUkSXOISTxJkiRpnkv7e2DPdr5557c4tauD07raaSkMHvaYjto6Hlm4hA0Ll/LwwqX01uah8yl44Adli+vzl76xbOeSJE1PkiSwdFWWICtJhwpwYD907ic9sB+62qG/B/p7s98lfd1Zkm84MVcsjn0/VIBiIdsOv45GXxfs6iLdtSWLa7i8oQmWn0Ry3EnZ9vhTYNEKE3uSJGnWMoknSZIkzRNpmkJ3B+zfSbp7G+zZTrpnG7TvAeC1hzl2IMmxuWURGxcu4ZHWJexsbAYvikrSrPS2275avpPlgMa67MWi6R2bptSmKZ+56GoYKvAXd/wHCwqDLCgUaBoapKkwyMKBfhYP9rNooJ/FA30sGeijrlic+Hx93bB9Y7bsM1lyr7M2z5bmRWxpWciW5kU8saCFodzUnsPnzSSSJKnSTOJJkiRJc0yaptlyZPufJH36Sdi/i3T/k9kyaP09UzpHT00tW5oX8ljzIja3LGRbUyuFXM0xjlySNK8kCYUkIalvBGB/fSP7S+8nPSRNWTTQz/L+Hpb39bCir4fVPZ2s7uliwQQz+1oKg5zbvpdz2/cC2U0pjze38mjLYh5tWcTW5oUM+vtNkiRVKZN4kiRJ0iyUDvZDxz7o2Evasbe0zT7TsQ8KA1M/Wa4Glq7ijrTA402tbGlZxFMNTaTOtJMkVZk0SWirb6CtvoHYumTUjpSlA32c2N3J6p5OTurp5FldHTSNS+zVpUXWdbazrrMdgMEk4fHmhTzasohNLYtN6kmSpKpiEk+SJEmqMulgP3S2QdfTpJ1t0NUGnW2kXW3ZDLuuNujtOrqT1zXCkpUky0+E5SeTLD8Zlp1AUpvn+nIuryZJ0kxKkpGZfA8sWZ4VpSkr+ro5rbODNV3tnNrVwXH9vWMOy6cpazvbWdvZzst4PEvqNWVJvXT7Blh5Gkm+vhLfSJIkaf4m8UIIVwB/DpwD5IH7gI/HGG+uaGCSJEma09L+3lJS7umDSbmRBF0pYTfFJS8Pq6EJlq4iWbIKlq4kWboKlqyC5kUkzrCTJM0DaZLwVGMzTzU2c/vyEwBYONDPms421na2s66zjeP7xv7Ozacpa7vaWdvVTvGbn8hmqx//LJITA8nq02GVST1JkjRz5mUSL4TwZuCLQD/wE6AGeBHwgxDC22KM/1zB8CRJkjQLpcUi9HVBd8e4pNzTYxN0A33laTBXA61LYeEykoXHwcLjRrYsXEbS0FSediRJmkM66uq5b+nx3Lf0eABaB/tZ09nOugNtrO1sY+W4pB7FIXhyM+mTm0nv/t7BpN7qQHJigFVrZk1SL02L0NcDvZ3Q0wm9naQDfTBUOPgqFqBQgDSFmhrI5bLvnKuBfEP2/ML6xmxmf0MTNLWS1B3+OYaSJOnozbskXghhFfBPQAdwSYzx4VL5hcCPgH8MIXwvxrizgmFKkiTNaQcTXgeg9wBp9wHo686e4zY4MGrbD4VBIC0dyMH3JFBTm71q81CTh9ra0jY/ZpvUHlrGSFltdq60mF2wStPS+2IWw0AfDPRmF7mGX72d0FOKu6cDeg5krzSd8PtO12CS0FFXT1u+gba6etrrGmivq8/el8o683Vjn1nX15a9dm+adnufv/SNZYlbkqTZ5kC+nvVLVrB+yQoAWoaTep1tXDaUwv4nxx4wOql3Tympt+wEkmWrYekJJMtOgKWroHkxSS53TGN/x8+up6kwSPPgIC2FAZoLgzQPDtBSGKS5MHBIeVOhQA3PbKwy0dF9uRoO5OtYvmw1SdMiaF4ErUuzm4tal2U3F9U1PKN2JUmar+ZdEg/4I6Ae+JvhBB5AjPHeEMLHgY8CbwU+VKH4JEmSZpW3lZ6jlisWaSkM0jI4QGthgJbB7NU6OEBLobQdfhUGOLaXtcYqT2qtTGry7KmtLSXlDibp2vL1I2XdtfmxCTpJkjQjOvP13L9kBfcvWcGLL30jac8B2LGJ9IlIuuORiZN6e7aT7tkOjBpz5GqgeTG0LCFpXQILFmYz2OoXQH0jSf0CSHKQJKVXLruBqDBAWhg8eFNTf092o1NfN2lv18h7eju5pq97RsdTk2koDtHQ3ws7Hx0z5hoz/mpshtbjSBYuK60kUHq/cBk0LyHJ181w1JIkzQ7zMYn3ktL22xPs+zZZEu+lmMSTJGnK0jTNZksV+sfOohrsz96PzGxKx8x2SkuzlpKaGsiVZlSNf1+Th9q6bMZUvh5qan2e1wwZWXKprwt6s1damoFGdzbzLO05wF/ufYLW0l3e8179AljQCi2LSUoX7sa8b14MDU18+Odfq3SkkiRpCpIFrbDuApJ1FwCQ9nTCjki6I5Lu2AT7dkx8YHEIDuyDA/tIJ1jrqRw3GB1NAq+nppau2jxdtXV05vP01dQymOQo5HIMJQmF0vsUqElTcmlKTZpSmxapHxqicahAw1CBxqECTYVBFg4OkE+LR254eCy5e+tI0ZifwYJWaFkKrUtIWpeWkp9LoWkRLGiBBa2zZtlSSZLKaV4l8UIICXAmUAQ2TlBlU2nfWSGEJMZYVTdtS5I0FWlahKGh0jMthg4+22JoaNTn0nZoCIYGYbCftFBKuo28Dn5OR5ePT9ANJ+2eSczTqp0cXAaxtu5ggq+2DvIH32fLJ9aPqpcv7R9dp27sefJ1h543V1O1ScN0OCk6NJT9Nx7z37f033u4rFD67zzQB4N9MNA/bttH2t87JmFHX9eUlodcdZTxd9fU0pmv40C+js7aOrryeQZyNaNeOQZyNSMXkg5GkpAmkKQptWlKbbFIPi2ObPPFIi9dufbg9x4azO5oHxosJZtHvR/ewsG74XM5oPQ+Xwd1DVDXkD3vpfSehubsYlJTa3ZnfVMrNLZk/+4kSdKclSxoGZvU6+2C/TtJ9+2EfTtJ9++Ep3dlY6kZ0FVTS1e+bkxiLttmZcNjrK7a7PNQuZf4TFMahwosHOznw6dfQtrVkT0DuGMf6YF90LEPOvdn47LDGV6afPfWkTHfIaPQ2rrSmKsVFrSQNDZnz+YbHqPVNxx8bl++IRvH1dRmsyKHl2CvqS3dMFgqS3JVO9aXJAnmWRIPWEy2lObeGOMhVxtjjIUQwj5gOdACHJjh+Oa1tG03xR/+O7Q9dRQHz2C+9ajaOsr4jvprHcWBM/kznNGfx9G2Ve3/pmayrWqPb6bbOpr/v46yqepaALCKpFnSsDAAdB+u1lTONA0JJGSJHsgSPCQHl0CitC9hXHmStTTSWDrq399weTr23+Tw+3RU6uqQ/aOOrRJFoLs2P5KUG0nQ5es4MO5zZ21d+S8ijfLyS99wzM4tSZI0LGlshtWBZHUYU54O9kNnG3TuJz3wdPY83f5eGOiBvl7Sgd7SChUApZUqkmTUzWilm8rqF0BDEzQ0kZS2NDRBYzPvvO9GikmFF9RMEnpr8/TW5klOOpOJ0mFpWoSu9lGJvb3Z++EEX2db9rM4ksJAlhTs2Jedd5JqRzU6PmRsP+r96M9w6Jh/Ppgv31PS1OVqSM56IbmLX13pSOa8JJ3RC/eVFUI4EdgObIsxnjJJnceBk4ETYoxPTlLnzcCbp9jsC4C6lpYWzjjjjGlGPL+k7XuzwZskaXYaeabHqNlMw5+zChz8qz45uBlJYg1v01FJquHXuKU4NXNyNYe+hu9czh269U5mSfNdbN992P1h0YoZikSSZoc0TUurhAxCobQdfj+yokjBvwMkqRqtWkNSM9/mik3fxo0b6ezsBNgZY1w9nWPn2093qLSdym/9w93KdApw2XQa7uzs5J577pnOIZIkSZKkOeYetlU6BEmSJKk8dq2vdASzTfN0D5hvSbzhNbcaD1NneN/hFi9/HLh1im2eD9QATwObp3iMpOk7F1gIdAAPVDQSSZrdzsX+VJLK5VzsUyWpXM7FPlWSyuVc7FNn0hqyBN7W6R4435bTTIBOoAFoiDEWxu2vBfqBgRjj4RJ9kqpMCOEWshmyt8YYL69sNJI0e9mfSlL52KdKUvnYp0pS+dinzh4VfvrtzIoxpsCvyGbGrZugSiD7mTw0k3FJkiRJkiRJkiRJo82rJF7JzaXtqyfYN1z2/RmJRJIkSZIkSZIkSZrAfEzifRHoAz4QQjh/uDCEcAHwfqAXuLZCsUmSJEmSJEmSJEnzL4kXY3wceB/QCtwZQrg5hHAzcAfQArw1xringiFKkiRJkiRJkiRpnpt3STyAGOO1wFXAXcAlwIXAz4ErY4zXVzI2SZIkSZIkSZIkqbbSAVRKjPEm4KZKxyFJkiRJkiRJkiSNNy9n4kmSJEmSJEmSJEnVzCSeJEmSJEmSJEmSVGVM4kmSJEmSJEmSJElVZt4+E0/SnHMdcAvweEWjkKTZ7zrsTyWpXK7DPlWSyuU67FMlqVyuwz51VkjSNK10DJIkSZIkSZIkSZJGcTlNSZIkSZIkSZIkqcqYxJMkSZIkSZIkSZKqjEk8SZIkSZIkSZIkqcqYxJMkSZIkSZIkSZKqjEk8SZIkSZIkSZIkqcrUVjoASZpICOH1wJ8AZwJDwB3AR2KM9zyDc74I+DHwOzHG6yepswr4EHAlsBJ4Avgy8Hcxxv6jbVuSKqlcfWoI4QKyPvJCoBn4FfCPMcavTlD3RGD7YU53e4zxkum0L0kzLYRwBfDnwDlAHrgP+HiM8eZpnGMd8FfAJcBSYDPwL8BnY4zFCeo7HpU0J810nxpCqAW6gPpJTrczxrh6ut9DkiqtHP3puPMF4AHgozHGv56kziLgz4DXACcCu4EbgL+KMR44mnY1Nc7Ek1R1QggfBr4BnAX8FHgIeBlwewjhpUd5zrXAV4DkMHVWA3cDbwXage8BLcBHgJtDCPmjaVuSKqlcfWoI4Uqy5N9LyZJ3PwWeA3wlhPDRCQ45r7R9kKz/Hf/6r6P4OpI0Y0IIbwZ+CFxMNka8E3gh8IMQwluneI5zgHuBNwDbgJvJLnpcA3xpgvqORyXNSZXoU8luYKsHtjDxePQ/j/oLSVKFlKM/HXe+44BvAQ2HqdMK3Aq8HygCN5W27wXuDCEsnG67mrokTdNKxyBJI0II5wO/IBuQvzDGuLNU/nLg28B+4NQYY880zvnfyC5gH18qetNEM/FCCN8FrgI+OHzXSQihqdTuFcD/ijF+4ui+mSTNvHL1qSGERuBxYDHwGzHGn5bKTwNuAVYDF8QY7xt1zIeADwO/HWP8Sjm/lyQda6XZcI8BfcAlMcaHS+UXAj8C6oA1w/3qJOdIyO5oPptR48/ShZIflcpfF2O8YdQxjkclzTkV7FN/F7gO+MsY40Q3nUnSrFKO/nTc+Z5NNptuXanogxPNxAshXAO8i2zm89tjjMXSbOd/A94EfCbG+K5n9OU0KWfiSao27yttPzT6F06M8XvAF4EVwG9O5UQhhCUhhE+RLaG5jMMs61aaNv4Ksjv0Pjaq3W7g98mWn/OXkaTZplx96puA5cBXhhN4pfNsAT5Q+vjucccMz8S7D0maff6IbPbGJ4cvjgDEGO8FPk52p/KR7nS+kuyi8i2jbyCLMe4F3lH6ONJ3Oh6VNIfNeJ9a4nhU0lxTjv6UEMKCEML/JpvJtw7Yepi6i4C3AAeA9w0vXRxjLADvBNqA3y/deKZjwCSepGrzEiAFvjvBvm+XtlNd/u3dwHvIZo+8mGzpt8n8BtlSmzeOX0c/xrgdWA+cHEI4c4ptS1I1KFef+pJxx4x2E9mF5fHnOY/sGSSbpnB+Sao2h+v3hsuO1H9Oeo4Y4x3AHuCSEEJLqdjxqKS5qhJ9KpjEkzT3lKM/BXg92fNFDwCvZeIliYf9N6AR+EmMsXP0jhhjF9kMwEbgsim0q6NgEk9S1QghrCRbqm1njLFtgiqPlLbPmeIpd5Al8c6KMd52hLpnlbYPT7J/um1LUkWVuU+dtI8sPcD6SeC4EMKKUttLgJPIEnjvDSH8MoTQE0J4MoTwz6UlQCSpKpWWbDuT7DkfGyeosqm076xS3ckcaXwZyf4mH07KOR6VNOdUqk8tnetc4CngVSGEe0IInSGEvSGEr5VmP0vSrFHG/hSyR2t8CFgbY/zWEeo6Rq0wk3iSqsnK0nbXJPuHy1dM5WQxxi/EGK+JMQ7MdNuSVAXK2a9N91zDdz0/l2xJuD1ks6FrgT8A7vPCiaQqtphsmaL9E40jS0sH7QMWAC3j948y3b7T8aikuahSfeqpQCtwPPB5sudH/bS0fQNwbwjhhVP/GpJUceXqT4kx3hhj/EhpJt2ROEatsNpKByBpbgshfAU4fwpVvwV8v/S+Z5I6faVt8zONawLD6zZP1nbvMWxbkqakgn3qcB/ZO8n+8X3kcBLvYeCVMcatAKU18v8F+C3gK8AFU2hbkmbakcaFMLbfO3CU5xnfdzoelTQXVapPHR6P7gReEWN8ACCEUAv8Ldmzo78RQlgTY+xDkqpfufrTcrfrGPUYM4kn6Vg7GZjKbIuVZM9Uguz5TYdzLGYRV7JtSZqqSvWpQ0ASY5zquT4J3AB0xhj3De+MMXaHEN5Ctqb++SGEi2KMd02hfUmaSVPtP+Hwfeh0+2HHo5Lmokr1qTeQLe8+FGN8cnhnjLEQQng/cDnZzXGvBr4+hdgkqdLK1Z8eq3Ydox4jJvEkHVMxxkumWjeEcE7pbeMkVRpK26lM9Z6u7iO0PVx+LNqWpCmpYJ/aDSwKITRMcqfymD4yxjgEbJ3oRDHGnhDCT4A3kV04MYknqdocaVw4et/h+tDpji8dj0qaiyrSp5ZuPntioooxxmII4ftkY9HzMYknaXYoV39a7nYdox5jZkclVZPhu+OOn2T/kdZgnq1tS9KxUM5+rdx95FOl7YIp1pekmXSA7GLFstKya2OUypYBfTHG9sOcZ7p9p+NRSXNRpfrUI3E8Kmm2KVd/Ol2OUSvMJJ6kqhFj3AvsAVaHECZ6AOsZpe1Dx6D5h0vbMyfZfyzblqSyK3OfOmkfGUJoBVYBe2OMu0tlHwohfDOE8JxJzves0nbHFNqWpBlVmr3xK6AGWDdBlUD2t/SR+s/D9Z0JcDrZ8kQbjlS/xPGopFmnUn1qCOEPQwjfCCFcMcn5HI9KmlXK2J9Ol2PUCjOJJ6na3Ez2y+iqCfa9urT9/jFqF+CqEMKYvjGEcBLZQ7G3xRg3HHKkJFWvcvWpw33kqyfYd1WpjdHnORu4Gnj9+MohhOXArwODwE+n0LYkVcLh+r3hsiP1n4c7x8XAccDPY4yd4+o7HpU011SiTz2VbCz6u+MrhxAagP9e+vhfR2hXkqpJOfrT6foZ0AtcEUJoGr0jhNAMXEG2lOZtZW5XJSbxJFWbz5E9KPXjIYThO+MIIbwceDPZ1OyvjT4ghHB66XXUy2DEGLeS/SI8HfjIqHM3AV8gu0D9iaM9vyRVSLn61BvIZvW9OYTwslF1TwX+ttTGP4yq//nS9n0hhBeOqt8M/BvQCnwhxvgUklSdvgj0AR8IIZw/XBhCuAB4P9mFjGtHlZ9W6jsXjjrHrWR3S18ZQviDUXWPG3XsyPjS8aikOWzG+1TgX8lm5v2PEMLVo+rngU8DJwM/iDGuL89XlKQZUY7+dFpijN3AvwOLgWuHl/IsbT8LLAL+edRNFCqzJE3TSscgSWOEED5O9ounB/gx0AJcRjZr4yUxxp+Oqz/ckb0oxnjLYc57HdldeG+KMV4/wf5TgdvJ1nh+GIhkd/StBH4AvDLGWHgm302SZlq5+tQQwivJknk1ZBdROoFfI3uOyF/EGD827jyfAN4LFMn61n3ApWRr9N9WarunnN9VksophPBOsgsTg8BPSsUvBmqB3xk9ngwhPE52Qfj3YozXjSp/Hlnf2wzcTfZMkcvJLoL8S4zxrePadDwqaU6qUJ/6buBTQALcC2wHng+sBh4BLosx7inrF5WkY6wc/ekE5/ww8CHggzHGv55g/xLgDrIlOx8D1gPPJZv1vJ6sP+16hl9Nk3AmnqSqE2P8ANkMkY1kU7LPBL4HvGD8xeYyt/sY8DzgOrKlOF4OtAF/BrzWCyaSZqNy9akxxu+SJf/+H9mSbpcBDwKvH5/AK9V/H9kSRreX6r+EbObf+4FfM4EnqdrFGK8lWzL4LuAS4ELg58CVE90QNsk57iG7YHwDsJZsOeFtwNuBd0xQ3/GopDmpQn3qNcCVZEtmrgVeQXZj20eBC03gSZqNytGfHkWbT5PdWHYNkC+1XwT+DnixCbxjy5l4kiRJkiRJkiRJUpVxJp4kSZIkSZIkSZJUZUziSZIkSZIkSZIkSVXGJJ4kSZIkSZIkSZJUZUziSZIkSZIkSZIkSVXGJJ4kSZIkSZIkSZJUZUziSZIkSZIkSZIkSVXGJJ4kSZIkSZIkSZJUZUziSZIkSZIkSZIkSVXGJJ4kSZIkSZIkSZJUZUziSZIkSZIkSZIkSVXGJJ4kSZIkSZIkSZJUZUziSZIkSZIkSZIkSVXGJJ4kSZIkSZIkSZJUZUziSZIkSZIkSZIkSVXGJJ4kSZIkSZIkSZJUZUziSZIkSZIkSZIkSVXGJJ4kSZIkSZIkSZJUZf4/bA2LLqfmQ0IAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 320,
       "width": 888
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "perf[2].plot_histogram();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Most of the stats are also available as pandas objects - see the **stats, return_table, lookback_returns** attributes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "start                    2010-01-04 00:00:00\n",
       "end                      2013-12-31 00:00:00\n",
       "rf                                       0.0\n",
       "total_return                        0.769155\n",
       "cagr                                 0.15375\n",
       "max_drawdown                       -0.186055\n",
       "calmar                              0.826367\n",
       "mtd                                 0.025926\n",
       "three_month                         0.105247\n",
       "six_month                           0.163183\n",
       "ytd                                 0.323077\n",
       "one_year                            0.323077\n",
       "three_year                           0.16066\n",
       "five_year                                NaN\n",
       "ten_year                                 NaN\n",
       "incep                                0.15375\n",
       "daily_sharpe                         0.93439\n",
       "daily_sortino                       1.478916\n",
       "daily_mean                          0.157279\n",
       "daily_vol                           0.168323\n",
       "daily_skew                         -0.388777\n",
       "daily_kurt                          4.028481\n",
       "best_day                            0.046499\n",
       "worst_day                          -0.065123\n",
       "monthly_sharpe                      1.221065\n",
       "monthly_sortino                     2.362922\n",
       "monthly_mean                        0.169906\n",
       "monthly_vol                         0.139146\n",
       "monthly_skew                       -0.319921\n",
       "monthly_kurt                        0.235707\n",
       "best_month                          0.109147\n",
       "worst_month                        -0.079455\n",
       "yearly_sharpe                       1.099284\n",
       "yearly_sortino                           inf\n",
       "yearly_mean                          0.16731\n",
       "yearly_vol                          0.152199\n",
       "yearly_skew                          0.21847\n",
       "yearly_kurt                              NaN\n",
       "best_year                           0.323077\n",
       "worst_year                           0.01895\n",
       "avg_drawdown                       -0.017845\n",
       "avg_drawdown_days                  17.550725\n",
       "avg_up_month                        0.035827\n",
       "avg_down_month                     -0.032066\n",
       "win_year_perc                            1.0\n",
       "twelve_month_win_perc               0.945946\n",
       "dtype: object"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "perf['spy'].stats"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "\n",
    "Numerical Routines and Financial Functions\n",
    "------------------------------------------\n",
    "\n",
    "ffn also provides commonly used numerical routines and plans to add many more in the future. One can easily determine the proper weights using a mean-variance approach using the :func:`ffn.core.calc_mean_var_weights` function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "agg    79.52%\n",
       "hyg     6.47%\n",
       "spy    14.01%\n",
       "eem     0.00%\n",
       "efa     0.00%\n",
       "dbc     0.00%\n",
       "dtype: object"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "returns.calc_mean_var_weights().as_format('.2%')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Some other interesting functions are the clustering routines, such as a Python implementation of David Varadi's Fast Threshold Clustering Algorithm (FTCA)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{1: ['eem', 'spy', 'efa'], 2: ['agg'], 3: ['dbc'], 4: ['hyg']}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "returns.calc_ftca(threshold=0.8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
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